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When the sun rises in the West…In thirty five years of living in Australia, I never once needed a firearm for any reason nor felt a need to get one. I’ve now been a permanent resident of the USA for over a decade and have two concealed carry permits that cover most of the country, own a brace of pistols, train regularly and wouldn’t be without them.America and Australia are like non-identical twins - they look a lot alike but the more you watch the more you realize how different they are, and no more so than when it comes to firearms. Comparing them with a view to making one more like the other is rather like comparing a fish to a bicycle with the same goal.Defense Against Animals. Despite her international reputation for cornering the world market on deadly snakes and venomous creepy crawlies, as long as you stay out of the water nothing in Australia will try and eat you while you’re still alive. In the water, I’ll back a Great White or a saltwater crocodile against your Glock 19 any day. There are very rare and isolated incidents of dingoes attacking humans, but they’re primarily solitary hunters and don’t generally pack unless in the vicinity of garbage bins. They’re also not much bigger than a beagle. No bears, cougar, elk, wolverines, lynxes, wolves, bobcats, herds of wild buffalo, no moose - nothing you need a gun to defend yourself against except the odd snake out on a farm, and they’re best moved away from than trying to chase and shoot, even with the once ubiquitous .410 shotgun - ‘Mum’s gun for hanging out the washing’Hunting (1). Native Animals. It is against the law to kill native fauna in Australia and most wild Australian fauna tastes absolutely diabolical no matter how you cook it. Therefore, there’s little to no hunting culture as there is in America. It is a Federal offense to shoot a kangaroo unless you’re a licensed and heavily regulated professional kangaroo shooter. It’s a lovely idea in principle and makes Australia look very conservation minded, but has a predictable backlash because agriculture brings more food to an area, and the population of native animals that eat and/or trample that food explodes. On the ground that’s largely unworkable for primary producers and they have certain exemptions from the law, certain restrictions, tags and permits, bag limits, etc. Among many other crops Australia grows a serious amount of wheat, and a big mob of kangaroos or emus can destroy months of work and a years income if they aren’t regularly culled. But the meat generally goes to the dogs. In many remote desert areas of Australia you can often buy properly slaughtered, butchered and packaged kangaroo meat for human consumption, primarily for the benefit of local aborigines. It tastes a lot like deer, and I always considered it a rare treat to have kangaroo steaks or a curry when I was in those places, although telling that to Australian city dwellers had them look at me like I said I’d eaten dog.Hunting (2). What Australians Can Do With Long Guns. You can kill feral animals to your little Australian heart’s content, you can bathe in blood and swagger home covered in pieces of twitching flesh for all anyone cares. Legislative details can vary from State to State, but it’s pretty much open season on all feral wildlife as long as you have the right permissions from the land owner and for the guns. Hardly anyone does though, hunting game is a niche activity and in 35 years I only ever once visited an Aussie’s home who had stuffed animals he’d killed decorating the room. And, in the interests of full disclosure he didn’t own a gun, he was a bowhunter. Australia has a lot of feral animals, rabbits, foxes, brumbies, feral cats, water buffalo, goats, wild pigs and camels. Having said that, I never once met a single Australian who had ever hunted camel or buffalo or expressed a wish to try it. There are no doubt hundreds, probably thousands, of avid feral pest killers in Australia especially in and around country towns but they’re hard to spot in the cities where 90% of Aussies live.Here’s the catch. You need a reason. Licensing processes can vary from State to State but, last I checked, any application to license a firearm had to be accompanied by a letter from a rural property owner with a vermin problem, giving the applicant permission to cull vermin on their property. Applications for ‘high powered’ firearms generally need a cattle station, essentially the place you hunt must be beyond the range of the firearm from the property boundary. And if you don’t have a friend who has a farm, and your firearms license comes due for that 12g and .22 at the back of the closet that you shot rabbits and road signs with 10 years ago before you were married, it’s not hard to convince people to get rid of them. Again, last I heard you are required to have an approved safe fitted in your house which needs to be inspected and approved by the police before you get the license to get the gun to put in it. The guns are licensed to the owner - if you don’t have a gun, you don’t have a shooters license. If you want to use a friend’s gun, you have to go through the entire application process, complete with farmer’s letter, to get his gun registered to you as an approved shooter of that specific gun. If you’re found to have fired a single round through a friend’s gun you don’t have the authority for, you’ll get at least a fine. Do it again, and you might have your guns confiscated and be banned from ever having one again.Handguns. You can apply to own a handgun in Australia if you’re a member in good standing of a registered pistol club and compete in a certain minimum number of club shooting events each year. You can keep it at home if you have an approved and inspected gun safe, although many (probably most) just leave theirs at the club. With a home safe your pistol license allows you to drive directly from home to the host range, compete, and back home, that’s it. As in, don’t stop for groceries on the way home or divert to the next suburb to visit your sister, you risk having your guns confiscated.Concealed Carry In Australia. Just no. Plain clothes detectives on duty, spies and foreign diplomats. That’s about it. There are plenty of armed security guards for payroll trucks and the like, but a plainclothes concealed carry permit in Australia? Rare as rocking horse poo. Notable refusals include high-end jewelers who take work home, bank managers, bar owners carrying six figure cash sums to the bank several times a week, bar owners who’ve received death threats, stripper managers, rock star’s bodyguards. The police in each State are armed, as are several regulatory Federal agencies. Between 2000 and 2013, 51 people were shot by police across Australia, less than four a year. Almost half were mentally ill. In 2015, the most recent year I can find stats for, no police were killed in Australia.Personal protection, home defense. In America, when the wagon trains rolled west they had much greater need of firearms than Aussies ever did. Besides hunting for food, they needed protection from huge predatory animals the like of which hadn’t been seen in most of Europe for centuries, and an entrenched, very hostile, motivated and well organized indigenous population who had centuries of practice in that environment, notably including knowing how to kill really big predators with a sharp stick. Then, once you’d built your homestead or town in the middle of nowhere and days from help, you still had to be prepared to defend yourself and your family against all sorts of blackguards and ne’er-do-wells moving through and drifting past that might do you harm. They don’t like strangers around here mister for a reason. To a large extent Australians didn’t have those problems, for decades the country was primarily settled by fleet. Entire cities arrived in boats en masse, complete with convict slave labor, livestock and armed soldiers to keep the peace. For all intents and purposes, within a few hundred miles of the coast and often much closer lies a desert that covers the great majority of the whole country, a desert in which even Aborigines can perish. Australia also has no native herding animals (like buffalo or deer) or cultivatable plants, and therefore you need to either breed your own imported livestock or follow the game around, and grow your own edible plants like wheat and it’s grainy cousins, same with fruit trees. Australian Aborigines generally followed ancient traditional ‘songline’ routes across vast territories following seasonal food. They had routine scuffles, wife raids and occasional fights to the death over waterholes during a drought, but there’s not a lot of record of waging war as such on each other. Being nomadic they never developed written language nor reached the wheel, and to the best of my knowledge were far less warlike, often to their great cost. There were many individual exceptions of course, but overall the original inhabitants of Australia created significantly fewer problems for settlers there than those in America. Overland travel was also close to impossible in much of the country until well into the twentieth century. In the 1800s, if you wanted to go from Sydney to Melbourne you were generally going by boat, no bandits, no bears, no bows and arrows, no need for an arsenal.Nanny State. The isolation of Australian colonies created a unique experience for the settlers. Colonizing Third World countries for their natural resources generally required administrators and overseers more than large numbers of emigrants, but Australia is literally as far away from England as you can get. Gentry, tradesmen and convicts, men, women and children - they were all in it together and if you needed to send for more of anything, help was six months away. The collective good was generally more valued than individual liberties, and it remains much the same to this day - which makes it far easier to convince people they really don’t need to have a gun simply as a symbol of their freedom to have one. Whether they liked each other or not, the isolation of the early Australian settlers fostered a very egalitarian society that now features national subsidized healthcare that (for the most part) works brilliantly, mandated 4 weeks paid annual leave a year, a living minimum wage, paid maternity leave, the list goes on. It is a nanny state and if it weren’t for all the personal wealth you’d think they were communists. And, the great majority of the middle of the country is largely uninhabited by much except rocks, dirt and saltbush. Discovering America was like rediscovering a pristine 15,000 BC Europe overflowing with virgin forest, abundant food and clean water, and enough space to start your own country forty eight times over. All you can eat, take all you can carry, just don’t fall through the cracks. Australia has far fewer people living in cars and under bridges, but there’s a reason they say you needn’t put a lid on a bucket of Australian crabs - if one tries to climb out, the rest pull him back down.Slickers. With both countries very similar in size, Oz has 24 million people in the same space America has packed in 326 million (2017). Despite that, the 2016 census showed that 37% of Australia’s population live in Sydney and Melbourne, nearly 4.5 million people apiece. New York City and Los Angeles are the only two American cities with a larger population than either Sydney or Melbourne. Take into account Brisbane, Perth and Adelaide and you have a total of 14.5 million rugged bronzed Aussies, 60% of the entire population, live in the Big Smoke and most wouldn’t know one end of a gun from the other. There is a very good reason why there are, for most intents and purposes, barely 9 million Australians living in the same sized area as 326 million Americans - you can’t live in the middle, and those that do cost a ridiculous amount of money to keep alive while they either dig for shiny rocks or lead a nomadic tribal existence. Which is another reason why most Aussies couldn’t care less about hunting and never have, meat is something you buy in the supermarket. Regarding the danger of armed offenders mugging you, I’ll wager that just about every one of those twenty four million people is very happy and satisfied that Australia, pardon the pun, dodged that bullet by never having widespread urban ownership of firearms in the first place. With the advent of electronic banking, major armed robberies are pretty much a thing of the past. From all accounts there are really very few crooks in Australia arming themselves, and when they do it’s primarily for protection against (or coercion of) each other. So I’ve been told.That Time The Aussie Government Took Away Everyone’s Guns. The Port Arthur massacre was a watershed in Australian history, one of those disconnect events that everyone thought ‘would never happen here’. When the government released a long price list of every gun they’d buy back from gun owners who didn’t want them anymore, many Aussies couldn’t get rid of them quick enough. The agricultural green belt that separates the desert from the coast is easily accessible and many Australians have family or friends who live in rural areas, more so in 1996, but even then due to myxomatosis and calicivirus the lure of rabbit shooting was long past its peak. The overall attitude was of relief at finally having an excuse to get rid of them and save continually worrying that one day the kids might find them. And, in the great majority of cases, it was a relief to not only get the guns out of the house, but to be reasonably compensated for them without the headaches of selling them through the local classifieds to who knows who. There have been several further amnesties since then, and they generally reap hundreds if not thousands of redundant, unwanted guns voluntarily brought in and surrendered, many of which had never been on the radar.Gun Culture. A lot of Americans can’t stand guns and wish everyone would stop thinking that they are all armed to the teeth 24/7. I feel much the same way when Americans assume I’ll find it endearing when they try and impersonate my accent. When I first arrived, I used to tell curious Aussie relatives that when you gave your order at a McDonald’s drive-thru, they asked “Would you like a firearm with that?” and since Michael Moore convinced the world that you get a gun when you open a bank account in America, it’s easy to see how some seemed uncertain I was joking. The rest of the world has no idea what guns mean to an awful lot of Americans. I don’t think it’s stretching it too far to say that in many instances it borders on the spiritual. Before I lived in the USA I had no idea of the ritual significance to many American families of teaching their kids and grandkids how to use and care for firearms, first hunts, fathers going out into the wilderness in Fall every year to hunt a year’s worth of meat for his family - there’s something moving and primal in that which no other western culture seems to know or understand anymore. At my age I’ve no interest in learning how to hunt my own meat, even less interested in learning how to dress and haul out 100lb+ slabs of raw deer over my shoulder. In the rain. Uphill. I don’t imagine every family father who hunts deer necessarily carries concealed or vice versa, but I do believe that Americans are far more serious and responsible about the use and carriage of firearms than other nations know or would be prepared to give them credit for.An armed society is a polite society If you ever wanted support for the assertion that an armed society is a polite society, look no further than Australia and America. The most basic, striking difference is that in America you are much more likely to get shot, even though the death rate from firearms overall is smaller than many believe, whereas in Australia you are far more likely to get punched in the mouth. Australian culture is slowly changing, but is still far more heavily based around alcohol and intoxication than the US, and drunken violence in the streets of every major Australian city every weekend has resulted in a raft of legislation (restricted opening hours, lockout laws - no entry to licensed premises after midnight etc, surveillance cameras, licensing and closer monitoring of doormen/security, etc) to try and make their cities safe after dark for folks who just want to go out for dinner. What does this have to do with guns? I feel a lot safer taking my wife out for dinner in America than I ever felt in Australia, with less fear of being harassed by drunks. I’ve strolled back to my hotel from bars and shows through the French Quarter in New Orleans, Las Vegas, Chicago and Fifth Avenue in the early hours of the morning and felt safer than I ever have in Kings Cross or Fremantle on a Saturday night, when the roads and footpaths are often strewn with broken glass the morning after and pump trucks wash down the sidewalks because your feet stick to them if they don’t. I know, I’ve lived and worked in Fremantle and in King’s Cross. Old town style architecture, art galleries and hip al fresco coffee shops by day, zoo by night.I feel safer in America than I do in Australia. Not because I can (and often do) carry a concealed firearm, but because in my experience most Americans are significantly more polite and considerate than most Australians, and from all that I’ve seen in the decade I’ve lived here and the numerous times I passed through as a tourist before that, they generally hold themselves to a higher code of conduct.For all practical considerations, when it comes to mass confiscation or firearms in America, that boat sailed a long time ago, the horse has well and truly bolted, and thousands of guns and years worth of ammunition have been buried in backyards, caves and hidey holes across America in reaction to previous confiscation scare rumors. American gun culture and the local topography - particularly long rows of big mountains - pretty much ensure that America is close to impossible to invade and harder still to dominate and rule. There is a security in that. If the balloon ever really went up globally, I can’t help believing that America would fare a lot better than either Australia or Europe.Firearms are as integral and vital to American culture as gasoline, and from where I’m sitting any strategy that involves in someway trying to implement The Australian Solution on America is doomed to ridicule and failure.

Below is the List of Distinguished Final Year 100+ Machine Learning Projects Ideas or suggestions for Final Year students you can complete any of them or expand them into longer projects if you enjoy them.Nonlinear Reconstruction of Genetic Networks Implicated in AML.Aaron Goebel, Mihir Mongia .[pdf]Can Machines Learn Genres.Aaron Kravitz, Eliza Lupone, Ryan Diaz.[pdf]Identifying Gender From Facial Features.Abhimanyu Bannerjee, Asha Chigurupati.[pdf]Equation to LaTeX.Abhinav Rastogi, Sevy Harris.[pdf]Intensity prediction using DYFI.Abhineet Gupta.[pdf]Artificial Intelligence on the Final Frontier – Using Machine Learning to Find New Earths.Abraham Botros.[pdf]Life Expectancy Post Thoracic Surgery.Adam Abdulhamid, Ivaylo Bahtchevanov, Peng Jia.[pdf]Making Sense of the Mayhem- Machine Learning and March Madness.Adam Ginzberg, Alex Tran.[pdf]Better Reading Levels through Machine Learning.AdamGall.[pdf]What are People Saying about Net Neutrality.Adison Wongkar, Christoph Wertz.[pdf]Bird Species Identification from an Image.Aditya Bhandari, Ameya Joshi, Rohit Patki.[pdf]Stay Alert.Aditya Sarkar, Quentin Perrot, Julien Kawawa.[pdf]A bigram extension to word vector representation.Adrian Sanborn, Jacek Skryzalin.[pdf]Mining for Confusion – Classifying Affect in MOOC Learners’ Discussion Forum Posts.Akshay Agrawal, Shane Leonard.[pdf]Cardiac Arrhythmias Patients.AlGharbi Fatema, Fazel Azar, Haider Batool.[pdf]Prediction of Average and Perceived Polarity in Online Journalism.Albert Chu, Kensen Shi, Catherine Wong.[pdf]Cardiac Dysrhythmia Detection with GPU-Accelerated Neural Networks.Albert Haque.[pdf]Nicolas Sanchez Ruck Those Stats!.Alejandro Sanchez.[pdf]Classifying Wikipedia People Into Occupations.Aleksandar Gabrovski.[pdf]Classification of Soil Contamination.Aleo Mok.[pdf]Automated Essay Grading.Alex Adamson, Andrew Lamb, Ralph Ma.[pdf]Relative and absolute equity return prediction using supervised learning.Alex Alifimoff, Axel Sly.[pdf]Seizure Prediction from Intracranial EEG Recordings.Alex Fu, Spencer Gibbs, Yuqi Liu.[pdf]Predicting Seizure Onset with Intracranial Electroencephalogram(EEG) Data.Alex Greaves, Arushi Raghuvanshi, Kai-Yuan Neo.[pdf]Classifying Complex Legal Documents.Alex Ratner.[pdf]Machine Learning Applied to the Detection of Retinal Blood Vessels.Alex Yee.[pdf]Survival Outcome Prediction for Cancer Patients.Alexander Herrmann .[pdf]Predicting Cellular Link Failures to Improve User Experience on Smartphones.Alexander Tom, Srini Vasudevan.[pdf]Yelp Personalized Reviews.Alexis Weill, Thomas Palomares, Arnaud Guille.[pdf]KMeansSL.Alfred Xue, Colin Wei.[pdf]Strength in numbers_ Modelling the impact of businesses on each other.Amir Sadeghian, Hakan Inan, Andres Noetzli.[pdf]Correlation Based Multi-Label Classification.Amit Garg, Jonathan Noyola, Romil Verma.[pdf]Landmark Recognition Using Machine Learning.Andrew Crudge, Will Thomas, Kaiyuan Zhu.[pdf]CarveML an application of machine learning to file fragment classification.Andrew Duffy.[pdf]rClassifier.Andrew Giel,Jon NeCamp,HussainKader.[pdf]Using Vector Representations to Augment Sentiment Analysis Training Data.Andrew McLeod, Lucas Peeters.[pdf]What Project Should I Choose.Andrew Poon.[pdf]Analyzing Vocal Patterns to Determine Emotion.Andy Sun, Maisy Wieman.[pdf]Predicting the Commercial Success of Songs Based on Lyrics and Other Metrics.Angela Xue, Nick Dupoux.[pdf]Application Of Machine Learning To Aircraft Conceptual Design.Anil Variyar.[pdf]Extracting Word Relationships from Unstructured Data.Anirudha Bhat, Krithika Iyer, Rahul Venkatraj.[pdf]Machine Learning for Predicting Delayed Onset Trauma Following Ischemic Stroke.Anthony Ma, Gus Liu.[pdf]Classifying Online User Behavior Using Contextual Data.Anunay Kulshrestha, Akshay Rampuria, Aditya Ramakrishnan.[pdf]Real Time Flight Path Optimization Under Constraints Using Surrogate Flutter Function.Arthur Paul-Dubois-Taine.[pdf]Real-Time Dense Map Matching with Naive Hidden Markov Models Delay versus Accuracy.Arun Jambulapati, Juhana Kangaspunta, Youssef Ahres, Loek Janssen.[pdf]Prediction Function from Sequence in Venom Peptide Families.Arvind Kannan, G. Seshadri.[pdf]Restaurant Recommendation System.Ashish Gandhe.[pdf]Home Electricity Load Forecasting.Atinuke Ademola Idowu, Pawel Kupsc, Sonya Mollinger.[pdf]Learning Dota 2 Team Compositions.Atish Agarwala, Michael Pearce.[pdf]Applying Deep Learning to derive insights about non-coding regions of the genome.Avanti Shrikumar, Anna Saplitski, Sofia Luna Frank-Fischer.[pdf]Classification of Higgs Jets as Decay Products of a Randall-Sundrum Graviton at the ATLAS Experiment.Aviv Cukierman, Zihao Jiang.[pdf]SemenFertilityPrediction.Axel Guyon,Florence Koskas,Yoann Buratti.[pdf]Sentiment Analysis Using Semi-Supervised Recursive Autoencoders and Support Vector Machines.Bahareh Ghiyasian, Yun Fei Guo.[pdf]Classifying Syllables in Imagined Speech using EEG Data.Barak Oshri, Nishith Khandwala, Manu Chopra.[pdf]Abraham Starosta-Typeguess.Baris Akis, Mariano Sorgente.[pdf]Predicting Usefulness of Yelp Reviews.Ben Isaacs, Xavier Mignot, Maxwell Siegelman.[pdf]Predicting Soccer Results in the English Premier League.Ben Ulmer, Matt Fernandez.[pdf]Detecting Heart Abnormality using ECG with CART.Ben Zhou, Gaspar Garcia, Paurakh Rajbhandary.[pdf]Down and Dirty with Data.Bharat Arora, Roger Davidson, Christopher Wildman.[pdf]Hierarchical Classification of Amazon Products.Bin Wang, Shaoming Feng.[pdf]Predicting high-risk countries for political instability and conflict.Blair Huffman, Emma Marriott, April Yu.[pdf]Machine Learning Implementation in live-cell tracking.Bo Gu.[pdf]Any Given Sunday.Bobak Moallemi, Matthew Wilson, Steven Hoerning.[pdf]P300 Error Detection.Boyeaux Felix,Chatoor Nehan.[pdf]Automated Canvas Analysis for Painting Conservation.Brendan Tobin.[pdf]Office Appliance Classification.Brock Petersen, Gerrit de Moor, Elissa Goldner.[pdf]Sentiment Analysis on Movie Reviews.Cai Xiao, Ya Wang.[pdf]Predicting Mobile Application Success.Cameron Tuckerman.[pdf]Modeling Activity Recognition Using Physiological Data Collected from Wearable Technology.Cezanne Camacho, Jennifer Li, Jeffrey Yang.[pdf]Neural Network Joint Language Model.Charles Qi.[pdf]Yelp Recommendation System Using Advanced Collaborative Filtering.Chee Hoon Ha.[pdf]Prediction of Yelp Review Star Rating using Sentiment Analysis.Chen Li, Jin Zhang.[pdf]Classification of Bad Accounts in Credit Card Industry.Chengwei Yuan.[pdf]Classification Of Musical Playing Styles.Chet Gnegy.[pdf]Email Filtering By Response Required.Chris Knight.[pdf]Forecasting Utilization in City Bike-Share Program.Christina Lee, David Wang, Adeline Wong.[pdf]Recommender.Christopher Aberger.[pdf]Predicting Cell Type-Specific Chromatin States from Genetic Regulatory Networks.Christopher Probert, Anthony Ho.[pdf]Pose Estimation Based on 3D Models.Chuiwen Ma, Liang Shi.[pdf]Visual Localization and POMDP for Autonomous Indoor Navigation.Chulhee Yun, Sungjoon Choi.[pdf]Contours and Kernels-The Art of Sketching.Dan Guo,Paula Kusumaputri,Amani Peddada.[pdf]Indoor Positioning System Using Wifi Fingerprint.Dan Li, Le Wang, Shiqi Wu.[pdf]Predicting air pollution level in a specific city.Dan Wei.[pdf]Prediction of Transcription Factors that Regulate Common Binding Motifs.Dana Wyman, Emily Alsentzer.[pdf]Multi-class motif discovery in keratinocyte differentiation.Daniel Kim.[pdf]Defensive Unit Performance Analysis.Daniel ONeel, Reed Johnson.[pdf]Diagnosing Malignant versus Benign Breast Tumors via Machine Learning Techniques in High Dimensions.Danielle Maddix.[pdf]Hacking the Hivemind.Daria Lamberson,Leo Martel, Simon Zheng.[pdf]Diagnosing Parkinson’s from Gait.Daryl Chang, Marco Alban-Hidalgo, Kevin Hsu.[pdf]Implementing Machine Learning Algorithms on GPUs for Real-Time Traffic Sign Classification.Dashiell Bodington, Eric Greenstein, Matthew Hu.[pdf]Vignette.David Eng, Andrew Lim, Pavitra Rengarajan.[pdf]Machine Learning In JavaScript.David Frankl.[pdf]Searching for exoplanets in the Kepler public data.David Glass, Xiaofan Jin.[pdf]Model Clustering via Group Lasso.David Hallac.[pdf]Improving Positron Emission Tomography Imaging with Machine Learning.David Hsu.[pdf]Algorithmic Trading of Futures via Machine Learning.David Montague.[pdf]Topic based comments exploration for online articles.Deepak Zambre, Ajey Shah.[pdf]Personal Legal Counselor and Interpreter of the Law via Machine Learning.Derek Yan, Tianyi Wang, Patrick Chase.[pdf]Personalized Web Search.Dhanraj Mavilodan, Kapil Jaisinghani, Radhika Bansal.[pdf]Detecting Ads in a Machine Learning Approach.Di Zhang.[pdf]Predicting Mitochondrial tRNA Modification.Diego Calderon.[pdf]Collaborative Neighborhoods.Diego Represas, David Dindi.[pdf]Estimation of Causal Effects from Observational Study of Job Training Program.Dmitry Arkhangelsky, Rob Donnelly.[pdf]Deep Leraning Architecture for Univariate Time Series Forecasting.Dmitry Vengertsev.[pdf]Solomon.Do Kwon, Gyujin Oh, Ki Suk Jang, Ji Park.[pdf]Automatic detection of nanoparticles in tissue sections.Dor Shaviv, Orly Liba.[pdf]Implementation of Deep Convolutional NeuralNet on a DSP.Elaina Chai.[pdf]Evergreen or Ephemeral – Predicting Webpage Longevity Through Relevancy Features.Elaine Zhou, Lingtong Sun.[pdf]MacMalware.Elizabeth Walkup.[pdf]Extractive Fiction Summarization Using Sentence Significance Scoring Models.Eric Holmdahl, Ashkon Farhangi, Lucio Tan.[pdf]Identifying And Predicting Market Reactions To Information Shocks In Commodity Markets.Eric Liu, Vedant Ahluwalia, Deepyaman Datta, Dongyang Zhang.[pdf]An EM-Derived Approach to Blind HRTF Estimation.Eric Schwenker.[pdf]The Many Dimensions of Net Neutrality.Erin Antono, Deger Turan, Justine Zhang.[pdf]Learning To Predict Dental Caries For Preschool Children.Fangzhou Guo, Huaiyang Zhong, Yuchen Li.[pdf]Information based feature selection.Farzan Farnia, Abbas Kazerouni, Afshin Babveyh.[pdf]Identifying Elephant Vocalizations.Flavia Crisrtina Grey Rodriguez, Sergio Patricio Figueroa Sanz.[pdf]Predicting Protein Fragment Binding.Flynn Wu.[pdf]Bike Share Usage Prediction in London.Ford Rylander, Bo Peng, Jeff Wheeler.[pdf]Localized Explicit Semantic Analysis.Francis Lewis.[pdf]Robo Brain Massive Knowledge Base for Robots.Gabriel Kho, Christina Hung, Hugh Cunningham.[pdf]Understanding Music Genre Similarity.Gabriela Groth.[pdf]Correlated Feature Selection for Single-Cell Phenotyping.Geoff Stanley.[pdf]Activity Recognition in Construction Sites Using 3D Accelerometer and Gyrometer.Gustavo Cezar .[pdf]Event-based stock market prediction.Hadi Pouransari, Hamid Chalabi.[pdf]Recommendation Based On User Experience.Hai Vu.[pdf]Spectrum Adaptation in Multicarrier Interference Channels.Haleema Mehmood.[pdf]Exploring Potential for Machine Learning on Data About K-12 Teacher Professional Development.Hamilton Plattner.[pdf]Player Behavior and Optimal Team Compositions for Online Multiplayer Games.Hao Yi Ong, Sunil Deolalikar, Mark Peng.[pdf]Algorithmic Trading Strategy Based On Massive Data Mining.Haoming Li, Tianlun Li, Zhijun Yang.[pdf]Face Detection And Recognition Of Drawn Characters.Herman Chau.[pdf]Gene Expression Analysis Of HCMV Latent Infection.Hie Hong.[pdf]A New Kalman Filter Method.Hojat Ghorbanidehno, Hee Sun Lee.[pdf]Using Tweets for single stock price prediction.Hongshan Chu, Ye Tian, Hongyuan Yuan.[pdf]Classification of Human Posture and Movement Using Accelerometer Data.Huafei Wang, Jennifer Wu.[pdf]Naïve Bayes Classifier And Profitability of Options Gamma Trading.HyungSup Lim.[pdf]Vector-based Sentiment Analysis of Movie Reviews.Ian Roberts, Lisa Yan.[pdf]A General-Purpose Sentence-Level Nonsense Detector.Ian Tenney.[pdf]Characterizing Genetic Variation in Three Southeast Asian Populations.Ilana Arbisser, Jonathan Kang.[pdf]Machine Learning for the Smart Grid.Iliana Voynichka.[pdf]Predicting Africa Soil Properties.Iretiayo Akinola, Thomas Dowd.[pdf]Automated Bitcoin Trading via Machine Learning Algorithms.Isaac Madan, Shaurya Saluja, Aojia Zhao.[pdf]SkatBot.Ivan Leung, Pedro Milani, Ben-han Sung.[pdf]Tradeshift Text Classification.Jacob Conrad Trinidad, Ian Torres.[pdf]New York City Bike Share.James Kunz, Everett Yip, Gary Miguel.[pdf]Predicting Seizure Onset in Epileptic Patients Using Intercranial EEG Recordings.Janet An, Amy Bearman, Catherine Dong.[pdf]Predicting Foster Care Exit.Jason Huang.[pdf]Yelp Recommendation System.Jason Ting, Swaroop Indra Ramaswamy.[pdf]Predicting National Basketball Association Game Winners.Jasper Lin, Logan Short, Vishnu Sundaresan.[pdf]Predicting Yelp Ratings From Business and User Characteristics.Jeff Han, Justin Kuang, Derek Lim.[pdf]Predicting Popularity of Pornography Videos.Jessie Duan.[pdf]Accurate Campaign Targeting Using Classification Algorithms.Jieming Wei, Sharon Zhang.[pdf]Forecasting Bike Rental Demand.Jimmy Du, Rolland He, Zhivko Zhechev.[pdf]Predicting User Following Behavior On Tencent Weibo.Jinfeng Huang, Hai Huang, Zhaoyang Jin .[pdf]Improving Taxi Revenue With Reinforcement Learning.Jingshu Wang, Benjamin Lampert.[pdf]Learning Facial Expressions From an Image.Jithin Thomas, Bhrugurajsinh Chudasama, Chinmay Duvedi.[pdf]All Your Base Are Belong To Us English Texts Written by Non-Native Speakers.Joanna Kim, Jonathan Hung.[pdf]Identifying Regions High Turbidity.Joe Adelson.[pdf]A Comparison of Classification Methods for Expression Quantitative Trait Loci.Joe Davis.[pdf]Predicting Mobile Users Future Location.John Doherty .[pdf]Machine Learning Madness.John Gold, Elliot Chanen.[pdf]Semi-Supervised Learning For Sentiment Analysis.John Miller, Aran Nayebi, Amr Mohamed.[pdf]Legal Issue Spotting.John Phillips.[pdf]A novel way to Soccer Match Prediction.Jongho Shin, Robert Gasparyan.[pdf]Morphological Galaxy Classification.Jordan Duprey, James Kolano.[pdf]Predicting Helpfulness Ratings of Amazon Product Reviews.Jordan Rodak, Minna Xiao, Steven Longoria.[pdf]Predicting Course Completions For Online Courses.Joseph Paetz.[pdf]An Adaptive System For Standardized Test Preparation.Julia Enthoven.[pdf]Single Molecule Biophysics Machine Learning For Automated Data Processing.Junhong Choi, Soomin Cho.[pdf]Understanding Comments Submitted to FCC on Net Neutrality.Junhui Mao, Jing Xia, Woncheol Jeong.[pdf]Direct Data-Driven Methods for Decision Making under Uncertainty.Junjie Qin.[pdf]From Food To Wine.Justin Meier.[pdf]Classifying Legal Questions into Topic Areas Using Machine Learning.Karthik Jagadeesh, Brian Lao.[pdf]Predicting Hit Songs with MIDI Musical Features.Kedao Wang.[pdf]Machine Learning Methods for Biological Data Curation.Kelley Paskov.[pdf]Classifying Forest Cover Type using Cartographic Features.Kevin Crain, Graham Davis.[pdf]Peer Lending Risk Predictor.Kevin Tsai,Sivagami Ramiah,Sudhanshu Singh.[pdf]Learning Distributed Representations of Phrases.Konstantin Lopyrev.[pdf]Estimation Of Word Representations Using Recurrent Neural Networks And Its Application In Generating Business Fingerprints.Kuan Fang.[pdf]Gender Identification by Voice.Kunyu Chen.[pdf]Applications Of Machine Learning To Predict Yelp Ratings.Kyle Carbon, Kacyn Fujii, Prasanth Veerina.[pdf]Methodology for Sparse Classification Learning Arrhythmia.Lee Tanenbaum.[pdf]Predicting March Madness.Levi Franklin.[pdf]Net Neutrality Language Analysis.Li Tao, Xinyi Xie.[pdf]Characterizing Atrial Fibrillation Burden for Stroke Prevention.Lichy Han.[pdf]Predict Seizures in Intracranial EEG Recordings.Linyu He, Lingbin Li.[pdf]Automated Music Track Generation.Louis Eugene, Guillaume Rostaing.[pdf]Characterizing Overlapping Galaxies.Luis Alvarez.[pdf]Understanding Player Positions in the NBA.Luke Lefebure.[pdf]Cross-Domain Product Classification with Deep Learning.Luke de Oliveira, Alfredo Lainez, Akua Abu.[pdf]Predicting Heart Attacks.Luyang Chen, Qi Cao, Sihua Li, Xiao Ju.[pdf]Prediction of Bike Sharing Demand for Casual and Registered Users.Mahmood Alhusseini.[pdf]Classification Of Arrhythmia Using ECG Data.Manas Karandikar, Giulia Guidi.[pdf]What Can You Learn From Accelerometer Data.Manikantan Shila.[pdf]Speaker Recognition for Multi-Source Single-Channel Recordings.Maria Frank, Neil Gallagher, Jose Kruse Perin.[pdf]Prediction of consumer credit risk.Marie-Laure Charpignon, Enguerrand Horel, Flora Tixier.[pdf]Machine Learning for Network Intrusion Detection.Martina Troesch, Ian Walsh.[pdf]Predicting Paper Counts in the Biological Sciences.Matt Denton, Jose Hernandez, Debnil Sur.[pdf]Prediction of Price Increase for MTG Cards.Matt Pawlicki, Joe Polin, Jesse Zhang.[pdf]Twitter Classification into the Amazon Browse Node Hierarchy.Matthew Long, Jiao Yu, Anshul Kundani.[pdf]Determining Mood From Facial Expressions.Matthew Wang, Spencer Yee.[pdf]Visualizing Personalized Cancer Risk Prediction.Maulik Kamdar.[pdf]Predicting the Total Number of Points Scored in NFL Games.Max Flores, Ajay Sohmshetty.[pdf]Short Term Power Forecasting Of Solar PV Systems Using Machine Learning Techniques.Mayukh Samanta,Bharath Srikanth,Jayesh Yerrapragada.[pdf]Star-Galaxy Separation in the Era of Precision Cosmology.Michael Baumer, Noah Kurinsky, Max Zimet.[pdf]Artist Attribution via Song Lyrics.Michael Mara.[pdf]Accelerometer Gesture Recognition.Michael Xie, David Pan.[pdf]Arrythmia Classification for Heart Attack Prediction.Michelle Jin.[pdf]#ML#NLP-Autonomous Tagging Of Stack Overflow Posts.Mihail Eric, Ana Klimovic, Victor Zhong.[pdf]Scheduling Tasks Under Constraints.Mike Yu,Dennis Xu,Kevin Moody.[pdf]Classification Of Beatles Authorship.Miles Bennett, Casey Haaland, Atsu Kobashi.[pdf]Classification of Accents of English Speakers by Native Language.Morgan Bryant, Amanda Chow, Sydney Li.[pdf]Exposing commercial value in social networks matching online communities and businesses.Murali Narasimhan, Camelia Simoiu, Anthony Ward.[pdf]Hacking the genome.Namrata Anand.[pdf]How Hot Will It Get Modeling Scientific Discourse About Literature.Natalie Telis.[pdf]Permeability Prediction of 3-D Binary Segmented Images Using Neural Networks.Nattavadee Srisutthiyakorn.[pdf]Automated Identification of Artist Given Unknown Paintings and Quantification of Artistic Style.Nicholas Dufour, Kyle Griswold, Michael Lublin.[pdf]Predicting Lecture Video Complexity.Nick Su, Ismael Menjivar.[pdf]Result Prediction of Wikipedia Administrator Elections based ondNetwork Features.Nikhil Desai, Raymond Liu, Catherine Mullings.[pdf]Predicting The Treatment Status.Nikolay Doudchenko.[pdf]Error Detection based on neural signals.Nir Even-Chen, Igor Berman.[pdf]Speech Similarity.OReilly Mavrommatis.[pdf]Data-Driven Modeling and Control of an Autonomous Race Car.Ohiremen Dibua, Aman Sinha, and John Subosits.[pdf]Predicting the Diagnosis of Type 2 Diabetes Using Electronic Medical Records.Oliver Bear Dont Walk IV, David Joosten, Tim Moon.[pdf]A Novel Approach to Predicting the Results of NBA Matches.Omid Aryan, Ali Reza Sharafat.[pdf]Automatically Generating Musical Playlists.Paul Martinez.[pdf]Solar Flare Prediction.Paul Warren,Gabriel Bianconi.[pdf]Application of machine learning techniques for well pad identification inathe Bakken oil fielda.Philip Brodrick, Jacob Englander.[pdf]Anomaly Detection in Bitcoin Network Using Unsupervised Learning Methods.Phillip Pham,Steven Li.[pdf]Two-step Semi-supervised Approach for Music Structural Classificiation.Prateek Verma, Yang-Kai Lin, Li-Fan Yu.[pdf]Domain specific sentiment analysis using cross-domain data.Praveen Rokkam, Marcello Hasegawa.[pdf]Instrumental Solo Generator.Prithvi Ramakrishnan, Aditya Dev Gupta.[pdf]Cross-Domain Text Understanding in Online SocialData.Qian Lin, Shenxiu Liu, Zhao Yang.[pdf]From Paragraphs to Vectors and Back Again.Qingping He.[pdf]HandwritingRecognition.Quan Nguyen, Maximillian Wang, Le Cheng Fan.[pdf]Chemical Identification with Chemical Sensor Arrays.Quintin Stedman.[pdf]Genre Classification Using Graph Representations of Music.Rachel Mellon, Dan Spaeth, Eric Theis.[pdf]Collaborative Filtering Recommender Systems.Rahul Makhijani, Saleh Samaneh, Megh Mehta.[pdf]Detecting The Direction Of Sound With A Compact Microphone Array.Rajewski.[pdf]Finding Undervalued Stocks With Machine Learning.Ramneet Rekhi, Huan Wei, Tucker Ward, Michael Downs.[pdf]Multilevel Local Search Algorithms for Modularity Clustering.Randolf Rotta, Andreas Noack.[pdf]Automated Detection and Classification of Cardiac Arrhythmias.Richard Tang, Saurabh Vyas.[pdf]Predicting Kidney Cancer Survival From Genomic Data.Rishi Bedi, Duc Nguyen, Christopher Sauer, Benedikt Buenz.[pdf]Multiclass Sentiment Analysis of Movie Reviews.Robert Chan, Michael Wang.[pdf]Classification and Regression Approaches to Predicting US Senate Elections.Rohan Sampath, Yue Teng.[pdf]Learning from Quantified Self Data.Roshan Vidyashankar.[pdf]Predict Influencers in the Social Network.Ruishan Liu, Yang Zhao, Liuyu Zhou.[pdf]Bias Detector.Rush Moody.[pdf]Constructing Personal Networks Through Communication History.Ryan Houlihan, Hayk Matirosyan.[pdf]Modeling Protein Interactions Using Bayesian Networks.Sabeek Pradhan, Shayne Longpre, Varun Vijay.[pdf]Topic Analysis of the FCC’s Public Comments on Net Neutrality.Sachin Padmanabhan, Leon Yao, Luda Zhao, Timothy Lee.[pdf]Predicting Hospital Readmissions.Sajid Zaidi.[pdf]Analyzing Positional Play in Chess Using Machine Learning.Sameep Bagadia, Pranav Jindal, Rohit Mundra.[pdf]Yelp Restaurants’ Open Hours.Samuel Bakouch, Adrien Boch, Benjamin Favreau.[pdf]Identifying Arrhythmia from Electrocardiogram Data.Samuel McCandlish, Taylor Barrella.[pdf]Diagnosing and Segmenting Brain Tumors and Phenotypes using MRI Scans.Samuel Teicher, Alexander Martinez.[pdf]Exploring the Genetic Basis of Congenital Heart Defects.Sanjay Siddhanti, Jordan Hannel, Vineeth Gangaram.[pdf]Attribution of Contested and Anonymous Ancient Greek Works.Sarah Beller, James Spicer.[pdf]Object Detection for Semantic SLAM using Convolutional Neural Networks.Saumitro Dasgupta.[pdf]Sentiment as a Predictor of Wikipedia Editor Activity.Sergio Martinez-Ortuno, Deepak Menghani, Lars Roemheld.[pdf]Blowing Up The Twittersphere- Predicting the Optimal Time to Tweet.Seth Hildick-Smith, Zach Ellison.[pdf]Evergreen Classification_ Exploring New Features.Shailesh Bavadekar.[pdf]Detecting Lane Departures Using Weak Visual Features.Shane Soh, Ella Kim.[pdf]Re-clustering of Constellations through Machine Learning.Shanshan Xu, Kaifeng Chen, Yao Zhou.[pdf]Application of Neural Network In Handwriting Recognition.Shaohan Xu, Qi Wu, Siyuan Zhang.[pdf]Recognition and Classification of Fast Food Images.Shaoyu Lu, Sina Lin, Beibei Wang.[pdf]Reduced Order Greenhouse Gas Flaring Estimation.Sharad Bharadwaj, Sumit Mitra.[pdf]Blood Pressure Detection from PPG.Sharath Ananth.[pdf]Predicting Low Voltage Events on Rural Micro-Grids in Tanzania.Shea Hughes, Samuel Steyer, Natasha Whitney.[pdf]Amazon Employee Access Control System_Updated_Version.Shijian Tang, Jiang Han, Yue Zhang.[pdf]Prediction Onset Epileptic.Shima Alizadeh, Scott Davidson, Ari Frankel.[pdf]Evaluating Pinch Quality of Underactuated Robotic Hands.Shiquan Wang, Hao Jiang.[pdf]Reinforcement Learning With Deeping Learning in Pacman.Shuhui Qu, Tian Tan,Zhihao Zheng.[pdf]Language identification and accent variation detection in spoken language recordings.Shyamal Buch, Jon Gauthier, Arthur Tsang.[pdf]Enhancing Cortana User Experience Using Machine Learning.Siamak Shakeri, Emad Elwany.[pdf]Who Matters.Sid Basu, David Daniels, Anthony Vashevko.[pdf]Predicting Heart Attacks.Sihang Yu, Yue Zhao, Xuyang Zheng.[pdf]Predicting Seizures in Intracranial EEG Recordings.Sining Ma, Jiawei Zhu.[pdf]Structural Health Monitoring in Extreme Events from Machine Learning Perspective.Sophia Zhou,Jingxuan Zhang.[pdf]On-line Kernel Learning for Active Sensor Networks.Stefan Jorgensen.[pdf]ECommerce Sales Prediction Using Listing Keywords.Stephanie Chen.[pdf]Review Scheduling for Maximum Long-Term Retention of Knowledge.Stephen Barnes, Cooper Frye, Khalil Griffin.[pdf]Adaptive Spaced Repetition.Stephen Koo, Sheila Ramaswamy.[pdf]Do a Barrel Roll.Steven Ingram, Tatiana Kuzovleva.[pdf]Oil Field Production using Machine Learning.Sumeet Trehan.[pdf]Predicting Success for Musical Artists through Network and Quantitative Data.Suzanne Stathatos, Zachary Yellin-Flaherty.[pdf]Better Models for Prediction of Bond Prices.Swetava Ganguli, Jared Dunnmon.[pdf]Classifying the Brain 27s Motor Activity via Deep Learning.Tania Morimoto,Sean Sketch.[pdf]Prediction of Bike Rentals.Tanner Gilligan, Jean Kono.[pdf]Classification of Alzheimer’s Disease Based on White Matter Attributes.Tanya Glozman, Rosemary Le.[pdf]MoralMachines- Developing a Crowdsourced Moral Framework for Autonomous Vehicle Decisions.Tara Balakrishnan, Jenny Chen, Tulsee Doshi.[pdf]Context Specific Sequence Preference Of DNA Binding Proteins.Tara Friedrich.[pdf]Predicting Reddit Post Popularity ViaInitial Commentary.Terentiev Tempest.[pdf]Machine Learning for Continuous Human Action Recognition.Tian Tang.[pdf]Predicting Pace Based on Previous Training Runs.Tiffany Jin.[pdf]Probabilistic Driving Models and Lane Change Prediction.Tim Wheeler.[pdf]Multiple Sensor Indoor Mapping Using a Mobile Robot.Timothy Lee.[pdf]Bone Segmentation MRI Scans.Todor Markov William McCloskey.[pdf]#Rechorder Anticipating Music Motifs In Real Time.Tommy Li, Yash Savani, Wilbur Yang.[pdf]Prediction and Classification of Cardiac Arrhythmia.Vasu Gupta, Sharan Srinivasan, Sneha Kudli.[pdf]Predicting DJIA Movements from the Fluctuation of a Subset of Stocks.Veronique Moore.[pdf]Sentiment Analysis for Hotel Reviews.Vikram Elango, Govindrajan Narayanan.[pdf]Mood Detection with Tweets.Wen Zhang, Geng Zhao, Chenye Zhu.[pdf]Comparison of Machine Learning Techniques for Magnetic Resonance Image Analysis.Wendy Ni, Xinwei Shi, Umit Yoruk.[pdf]Object Recognition in Images.Wenqing Yang, Harvey Han.[pdf]3D Scene Retrieval from Text.Will Monroe.[pdf]Predicting Breast Cancer Survival Using Treatment and Patient Factors.William Chen, Henry Wang.[pdf]Parking Occupancy Prediction and Pattern Analysis.Xiao Chen.[pdf]Supervised DeepLearning For MultiClass Image Classification.Xiaodong Zhou.[pdf]User Behaviors Across Domains .Xiaofei Fu, Norman Yu, Abhishek Garg.[pdf]Seizure forecasting.Xiaoying Pang.[pdf]Stock Trend Prediction with Technical Indicators using SVM.Xinjie Di.[pdf]Predicting Usefulness of Yelp Reviews.Xinyue Liu, Michel Schoemaker, Nan Zhang.[pdf]Obstacles Avoidance with Machine Learning Control Methods in Flappy Birds Setting.Yi Shu, Ludong Sun, Miao Yan, Zhijie Zhu.[pdf]Yelp User Rating Prediction.Yifei Feng, Zhengli Sun.[pdf]Demand Prediction of Bicycle Sharing Systems.Yu-chun Yin, Chi-Shuen Lee, Yu-Po Wong.[pdf]Facial Keypoints Detection.Yue Wang,Yang Song.[pdf]Is Beauty Really In The Eye Of The Beholder.Yun (Albee) Ling, Jocelyn Neff, and Jessica Torres.[pdf]Sentiment Analysis of Yelp’s Ratings Based on Text Reviews.Yun Xu, Xinhui Wu, Qinxia Wang.[pdf]Multiclass Classifier Building with Amazon Data to Classify Customer Reviews into Product Categories.Yunzhen Hu, Te Hu, Haier Liu.[pdf]An Energy Efficient Seizure Prediction Algorithm.Zhongnan Fang, Yuan Yuan, Andrew Weitz.[pdf]Classifier Comparisons On Credit Approval Prediction.Zhoutong Fu, Zhedi Liu.[pdf]Appliance Based Model for Energy Consumption Segmentation.Zi Yin, Thanchanok Teeraratkul, Nutthavuth Tamang.[pdf]analysis on 1s1r array.Zizhen Jiang.[pdf]Video Series:https://www.youtube.com/watch?v=p4FR37aJSKchttps://www.youtube.com/watch?v=5B80x26K8cQhttps://www.youtube.com/watch?v=86lUBfVMe24https://www.youtube.com/watch?v=Yceqk8vmXPMhttps://www.youtube.com/watch?v=BBwEF6WBUQshttps://www.youtube.com/watch?v=fbAdS063bk4https://www.youtube.com/watch?v=svz28L6Ay_chttps://www.youtube.com/watch?v=Ns4aJ-DfoKYhttps://www.youtube.com/watch?v=HF6um7Txmh4https://www.youtube.com/watch?v=eJd3PUhj3Nshttps://www.youtube.com/watch?v=j11fYpycAhkhttps://www.youtube.com/watch?v=LdNYz5YTLhUhttps://www.youtube.com/watch?v=5TkX1mX7elEhttps://www.youtube.com/watch?v=ZX2Hyu5WoFghttps://www.youtube.com/watch?v=cTrG81H08Bkhttps://www.youtube.com/watch?v=vOEushDQyj0https://www.youtube.com/watch?v=qrHhO9E4lIshttps://www.youtube.com/watch?v=G8_PUk50qpchttps://www.youtube.com/watch?v=_X7HfmN63r4https://www.youtube.com/watch?v=N3BJDnDNuVUhttps://www.youtube.com/watch?v=4e3NvB0nc2Mhttps://www.youtube.com/watch?v=lTPO8rrzracFurther 35 Project Ideas or Suggestions which might interest you.1. AI (Artifical Intelligence) Based Image Capturing and transferring to PC/CCTV using Robot2. Material Dimensions Analyzing Robot3. An intelligent mobile robot navigation technique using RFID Technology4. IVRS Based Robot Control with Response & Feed Back5. Library Robot – Path Guiding Robotic System with Artificial Intelligence using Microcontroller6. Wireless Artificial Intelligence Based Fire Fighting Robot for Relief Operations7. A Humanoid Robot to Prevent Children Accidents8. Motion Detection, Robotics Guidance & Proximity Sensing using Ultrasonic Technology9. Robust Sensor-Based Navigation for Mobile Robots10. Visual tracking control to fast moving target for stereo vision robot11. A Voice Guiding System for Autonomous Robots12. Artificial Intelligent based Solar Vehicle13. Mobile robot control based on information of the scanning laser range sensor14. Walking Robot with Infrared Sensors / Light Sensors / RF Sensor / Tactile Sensors15. IVRS Based Control of Three Axis Robot With Voice Feed back16. Intelligent Mobile Robot for Multi Specialty Operations17. Sensor Operated Path Finding Robot (Way Searching)18. Design and Development of Obstacle Sensing and Object Guiding Robot19. SMS controlled intelligent searching and pick and place moving robot20. Artificial Intelligence Based Image Capturing and Transferring to PC using Robot21. Artificial Intelligent Based Remote controlled Automatic Path finding Cum Video Analyzing Robot22. Wall Follower Robot with The Help of Multiple Artificial Eyes23. Sensor Operated Automatic Punching robot24. Fire Fighting Robotics with AI (Artificial Intelligence) and WAP25. Intelligent Robot with Artificial Intelligence computer Brain system26. Remote controlled Pneumatic Four Axis Material Handling Robot27. Advanced Robotic Pick and Place Arm and Hand System28. Voice Controlled Material handling Robot29. A Hands Gesture Control System of for an Intelligent Robot30. Robotic Vision and Color Identification System with Solenoid Arm for Colored Material Separation31. Artificial Intelligence Based Fire fighting AGV32. SMS controlled video analyzing robot33. Staircase Climbing Robot – Implemented in Multi-Domain Approach34. Fully Automated Track Guided Vehicle (ATGV) Robot35. PC based wireless Pick and Place jumping robot with remote control36. Three Axis Robotics With Artificial Intelligence (AI)

Below is the List of Distinguished Final Year 100+ Machine Learning Projects Ideas or suggestions for Final Year students you can complete any of them or expand them into longer projects if you enjoy them.Nonlinear Reconstruction of Genetic Networks Implicated in AML.Aaron Goebel, Mihir Mongia .[pdf]Can Machines Learn Genres.Aaron Kravitz, Eliza Lupone, Ryan Diaz.[pdf]Identifying Gender From Facial Features.Abhimanyu Bannerjee, Asha Chigurupati.[pdf]Equation to LaTeX.Abhinav Rastogi, Sevy Harris.[pdf]Intensity prediction using DYFI.Abhineet Gupta.[pdf]Artificial Intelligence on the Final Frontier – Using Machine Learning to Find New Earths.Abraham Botros.[pdf]Life Expectancy Post Thoracic Surgery.Adam Abdulhamid, Ivaylo Bahtchevanov, Peng Jia.[pdf]Making Sense of the Mayhem- Machine Learning and March Madness.Adam Ginzberg, Alex Tran.[pdf]Better Reading Levels through Machine Learning.AdamGall.[pdf]What are People Saying about Net Neutrality.Adison Wongkar, Christoph Wertz.[pdf]Bird Species Identification from an Image.Aditya Bhandari, Ameya Joshi, Rohit Patki.[pdf]Stay Alert.Aditya Sarkar, Quentin Perrot, Julien Kawawa.[pdf]A bigram extension to word vector representation.Adrian Sanborn, Jacek Skryzalin.[pdf]Mining for Confusion – Classifying Affect in MOOC Learners’ Discussion Forum Posts.Akshay Agrawal, Shane Leonard.[pdf]Cardiac Arrhythmias Patients.AlGharbi Fatema, Fazel Azar, Haider Batool.[pdf]Prediction of Average and Perceived Polarity in Online Journalism.Albert Chu, Kensen Shi, Catherine Wong.[pdf]Cardiac Dysrhythmia Detection with GPU-Accelerated Neural Networks.Albert Haque.[pdf]Nicolas Sanchez Ruck Those Stats!.Alejandro Sanchez.[pdf]Classifying Wikipedia People Into Occupations.Aleksandar Gabrovski.[pdf]Classification of Soil Contamination.Aleo Mok.[pdf]Automated Essay Grading.Alex Adamson, Andrew Lamb, Ralph Ma.[pdf]Relative and absolute equity return prediction using supervised learning.Alex Alifimoff, Axel Sly.[pdf]Seizure Prediction from Intracranial EEG Recordings.Alex Fu, Spencer Gibbs, Yuqi Liu.[pdf]Predicting Seizure Onset with Intracranial Electroencephalogram(EEG) Data.Alex Greaves, Arushi Raghuvanshi, Kai-Yuan Neo.[pdf]Classifying Complex Legal Documents.Alex Ratner.[pdf]Machine Learning Applied to the Detection of Retinal Blood Vessels.Alex Yee.[pdf]Survival Outcome Prediction for Cancer Patients.Alexander Herrmann .[pdf]Predicting Cellular Link Failures to Improve User Experience on Smartphones.Alexander Tom, Srini Vasudevan.[pdf]Yelp Personalized Reviews.Alexis Weill, Thomas Palomares, Arnaud Guille.[pdf]KMeansSL.Alfred Xue, Colin Wei.[pdf]Strength in numbers_ Modelling the impact of businesses on each other.Amir Sadeghian, Hakan Inan, Andres Noetzli.[pdf]Correlation Based Multi-Label Classification.Amit Garg, Jonathan Noyola, Romil Verma.[pdf]Landmark Recognition Using Machine Learning.Andrew Crudge, Will Thomas, Kaiyuan Zhu.[pdf]CarveML an application of machine learning to file fragment classification.Andrew Duffy.[pdf]rClassifier.Andrew Giel,Jon NeCamp,HussainKader.[pdf]Using Vector Representations to Augment Sentiment Analysis Training Data.Andrew McLeod, Lucas Peeters.[pdf]What Project Should I Choose.Andrew Poon.[pdf]Analyzing Vocal Patterns to Determine Emotion.Andy Sun, Maisy Wieman.[pdf]Predicting the Commercial Success of Songs Based on Lyrics and Other Metrics.Angela Xue, Nick Dupoux.[pdf]Application Of Machine Learning To Aircraft Conceptual Design.Anil Variyar.[pdf]Extracting Word Relationships from Unstructured Data.Anirudha Bhat, Krithika Iyer, Rahul Venkatraj.[pdf]Machine Learning for Predicting Delayed Onset Trauma Following Ischemic Stroke.Anthony Ma, Gus Liu.[pdf]Classifying Online User Behavior Using Contextual Data.Anunay Kulshrestha, Akshay Rampuria, Aditya Ramakrishnan.[pdf]Real Time Flight Path Optimization Under Constraints Using Surrogate Flutter Function.Arthur Paul-Dubois-Taine.[pdf]Real-Time Dense Map Matching with Naive Hidden Markov Models Delay versus Accuracy.Arun Jambulapati, Juhana Kangaspunta, Youssef Ahres, Loek Janssen.[pdf]Prediction Function from Sequence in Venom Peptide Families.Arvind Kannan, G. Seshadri.[pdf]Restaurant Recommendation System.Ashish Gandhe.[pdf]Home Electricity Load Forecasting.Atinuke Ademola Idowu, Pawel Kupsc, Sonya Mollinger.[pdf]Learning Dota 2 Team Compositions.Atish Agarwala, Michael Pearce.[pdf]Applying Deep Learning to derive insights about non-coding regions of the genome.Avanti Shrikumar, Anna Saplitski, Sofia Luna Frank-Fischer.[pdf]Classification of Higgs Jets as Decay Products of a Randall-Sundrum Graviton at the ATLAS Experiment.Aviv Cukierman, Zihao Jiang.[pdf]SemenFertilityPrediction.Axel Guyon,Florence Koskas,Yoann Buratti.[pdf]Sentiment Analysis Using Semi-Supervised Recursive Autoencoders and Support Vector Machines.Bahareh Ghiyasian, Yun Fei Guo.[pdf]Classifying Syllables in Imagined Speech using EEG Data.Barak Oshri, Nishith Khandwala, Manu Chopra.[pdf]Abraham Starosta-Typeguess.Baris Akis, Mariano Sorgente.[pdf]Predicting Usefulness of Yelp Reviews.Ben Isaacs, Xavier Mignot, Maxwell Siegelman.[pdf]Predicting Soccer Results in the English Premier League.Ben Ulmer, Matt Fernandez.[pdf]Detecting Heart Abnormality using ECG with CART.Ben Zhou, Gaspar Garcia, Paurakh Rajbhandary.[pdf]Down and Dirty with Data.Bharat Arora, Roger Davidson, Christopher Wildman.[pdf]Hierarchical Classification of Amazon Products.Bin Wang, Shaoming Feng.[pdf]Predicting high-risk countries for political instability and conflict.Blair Huffman, Emma Marriott, April Yu.[pdf]Machine Learning Implementation in live-cell tracking.Bo Gu.[pdf]Any Given Sunday.Bobak Moallemi, Matthew Wilson, Steven Hoerning.[pdf]P300 Error Detection.Boyeaux Felix,Chatoor Nehan.[pdf]Automated Canvas Analysis for Painting Conservation.Brendan Tobin.[pdf]Office Appliance Classification.Brock Petersen, Gerrit de Moor, Elissa Goldner.[pdf]Sentiment Analysis on Movie Reviews.Cai Xiao, Ya Wang.[pdf]Predicting Mobile Application Success.Cameron Tuckerman.[pdf]Modeling Activity Recognition Using Physiological Data Collected from Wearable Technology.Cezanne Camacho, Jennifer Li, Jeffrey Yang.[pdf]Neural Network Joint Language Model.Charles Qi.[pdf]Yelp Recommendation System Using Advanced Collaborative Filtering.Chee Hoon Ha.[pdf]Prediction of Yelp Review Star Rating using Sentiment Analysis.Chen Li, Jin Zhang.[pdf]Classification of Bad Accounts in Credit Card Industry.Chengwei Yuan.[pdf]Classification Of Musical Playing Styles.Chet Gnegy.[pdf]Email Filtering By Response Required.Chris Knight.[pdf]Forecasting Utilization in City Bike-Share Program.Christina Lee, David Wang, Adeline Wong.[pdf]Recommender.Christopher Aberger.[pdf]Predicting Cell Type-Specific Chromatin States from Genetic Regulatory Networks.Christopher Probert, Anthony Ho.[pdf]Pose Estimation Based on 3D Models.Chuiwen Ma, Liang Shi.[pdf]Visual Localization and POMDP for Autonomous Indoor Navigation.Chulhee Yun, Sungjoon Choi.[pdf]Contours and Kernels-The Art of Sketching.Dan Guo,Paula Kusumaputri,Amani Peddada.[pdf]Indoor Positioning System Using Wifi Fingerprint.Dan Li, Le Wang, Shiqi Wu.[pdf]Predicting air pollution level in a specific city.Dan Wei.[pdf]Prediction of Transcription Factors that Regulate Common Binding Motifs.Dana Wyman, Emily Alsentzer.[pdf]Multi-class motif discovery in keratinocyte differentiation.Daniel Kim.[pdf]Defensive Unit Performance Analysis.Daniel ONeel, Reed Johnson.[pdf]Diagnosing Malignant versus Benign Breast Tumors via Machine Learning Techniques in High Dimensions.Danielle Maddix.[pdf]Hacking the Hivemind.Daria Lamberson,Leo Martel, Simon Zheng.[pdf]Diagnosing Parkinson’s from Gait.Daryl Chang, Marco Alban-Hidalgo, Kevin Hsu.[pdf]Implementing Machine Learning Algorithms on GPUs for Real-Time Traffic Sign Classification.Dashiell Bodington, Eric Greenstein, Matthew Hu.[pdf]Vignette.David Eng, Andrew Lim, Pavitra Rengarajan.[pdf]Machine Learning In JavaScript.David Frankl.[pdf]Searching for exoplanets in the Kepler public data.David Glass, Xiaofan Jin.[pdf]Model Clustering via Group Lasso.David Hallac.[pdf]Improving Positron Emission Tomography Imaging with Machine Learning.David Hsu.[pdf]Algorithmic Trading of Futures via Machine Learning.David Montague.[pdf]Topic based comments exploration for online articles.Deepak Zambre, Ajey Shah.[pdf]Personal Legal Counselor and Interpreter of the Law via Machine Learning.Derek Yan, Tianyi Wang, Patrick Chase.[pdf]Personalized Web Search.Dhanraj Mavilodan, Kapil Jaisinghani, Radhika Bansal.[pdf]Detecting Ads in a Machine Learning Approach.Di Zhang.[pdf]Predicting Mitochondrial tRNA Modification.Diego Calderon.[pdf]Collaborative Neighborhoods.Diego Represas, David Dindi.[pdf]Estimation of Causal Effects from Observational Study of Job Training Program.Dmitry Arkhangelsky, Rob Donnelly.[pdf]Deep Leraning Architecture for Univariate Time Series Forecasting.Dmitry Vengertsev.[pdf]Solomon.Do Kwon, Gyujin Oh, Ki Suk Jang, Ji Park.[pdf]Automatic detection of nanoparticles in tissue sections.Dor Shaviv, Orly Liba.[pdf]Implementation of Deep Convolutional NeuralNet on a DSP.Elaina Chai.[pdf]Evergreen or Ephemeral – Predicting Webpage Longevity Through Relevancy Features.Elaine Zhou, Lingtong Sun.[pdf]MacMalware.Elizabeth Walkup.[pdf]Extractive Fiction Summarization Using Sentence Significance Scoring Models.Eric Holmdahl, Ashkon Farhangi, Lucio Tan.[pdf]Identifying And Predicting Market Reactions To Information Shocks In Commodity Markets.Eric Liu, Vedant Ahluwalia, Deepyaman Datta, Dongyang Zhang.[pdf]An EM-Derived Approach to Blind HRTF Estimation.Eric Schwenker.[pdf]The Many Dimensions of Net Neutrality.Erin Antono, Deger Turan, Justine Zhang.[pdf]Learning To Predict Dental Caries For Preschool Children.Fangzhou Guo, Huaiyang Zhong, Yuchen Li.[pdf]Information based feature selection.Farzan Farnia, Abbas Kazerouni, Afshin Babveyh.[pdf]Identifying Elephant Vocalizations.Flavia Crisrtina Grey Rodriguez, Sergio Patricio Figueroa Sanz.[pdf]Predicting Protein Fragment Binding.Flynn Wu.[pdf]Bike Share Usage Prediction in London.Ford Rylander, Bo Peng, Jeff Wheeler.[pdf]Localized Explicit Semantic Analysis.Francis Lewis.[pdf]Robo Brain Massive Knowledge Base for Robots.Gabriel Kho, Christina Hung, Hugh Cunningham.[pdf]Understanding Music Genre Similarity.Gabriela Groth.[pdf]Correlated Feature Selection for Single-Cell Phenotyping.Geoff Stanley.[pdf]Activity Recognition in Construction Sites Using 3D Accelerometer and Gyrometer.Gustavo Cezar .[pdf]Event-based stock market prediction.Hadi Pouransari, Hamid Chalabi.[pdf]Recommendation Based On User Experience.Hai Vu.[pdf]Spectrum Adaptation in Multicarrier Interference Channels.Haleema Mehmood.[pdf]Exploring Potential for Machine Learning on Data About K-12 Teacher Professional Development.Hamilton Plattner.[pdf]Player Behavior and Optimal Team Compositions for Online Multiplayer Games.Hao Yi Ong, Sunil Deolalikar, Mark Peng.[pdf]Algorithmic Trading Strategy Based On Massive Data Mining.Haoming Li, Tianlun Li, Zhijun Yang.[pdf]Face Detection And Recognition Of Drawn Characters.Herman Chau.[pdf]Gene Expression Analysis Of HCMV Latent Infection.Hie Hong.[pdf]A New Kalman Filter Method.Hojat Ghorbanidehno, Hee Sun Lee.[pdf]Using Tweets for single stock price prediction.Hongshan Chu, Ye Tian, Hongyuan Yuan.[pdf]Classification of Human Posture and Movement Using Accelerometer Data.Huafei Wang, Jennifer Wu.[pdf]Naïve Bayes Classifier And Profitability of Options Gamma Trading.HyungSup Lim.[pdf]Vector-based Sentiment Analysis of Movie Reviews.Ian Roberts, Lisa Yan.[pdf]A General-Purpose Sentence-Level Nonsense Detector.Ian Tenney.[pdf]Characterizing Genetic Variation in Three Southeast Asian Populations.Ilana Arbisser, Jonathan Kang.[pdf]Machine Learning for the Smart Grid.Iliana Voynichka.[pdf]Predicting Africa Soil Properties.Iretiayo Akinola, Thomas Dowd.[pdf]Automated Bitcoin Trading via Machine Learning Algorithms.Isaac Madan, Shaurya Saluja, Aojia Zhao.[pdf]SkatBot.Ivan Leung, Pedro Milani, Ben-han Sung.[pdf]Tradeshift Text Classification.Jacob Conrad Trinidad, Ian Torres.[pdf]New York City Bike Share.James Kunz, Everett Yip, Gary Miguel.[pdf]Predicting Seizure Onset in Epileptic Patients Using Intercranial EEG Recordings.Janet An, Amy Bearman, Catherine Dong.[pdf]Predicting Foster Care Exit.Jason Huang.[pdf]Yelp Recommendation System.Jason Ting, Swaroop Indra Ramaswamy.[pdf]Predicting National Basketball Association Game Winners.Jasper Lin, Logan Short, Vishnu Sundaresan.[pdf]Predicting Yelp Ratings From Business and User Characteristics.Jeff Han, Justin Kuang, Derek Lim.[pdf]Predicting Popularity of Pornography Videos.Jessie Duan.[pdf]Accurate Campaign Targeting Using Classification Algorithms.Jieming Wei, Sharon Zhang.[pdf]Forecasting Bike Rental Demand.Jimmy Du, Rolland He, Zhivko Zhechev.[pdf]Predicting User Following Behavior On Tencent Weibo.Jinfeng Huang, Hai Huang, Zhaoyang Jin .[pdf]Improving Taxi Revenue With Reinforcement Learning.Jingshu Wang, Benjamin Lampert.[pdf]Learning Facial Expressions From an Image.Jithin Thomas, Bhrugurajsinh Chudasama, Chinmay Duvedi.[pdf]All Your Base Are Belong To Us English Texts Written by Non-Native Speakers.Joanna Kim, Jonathan Hung.[pdf]Identifying Regions High Turbidity.Joe Adelson.[pdf]A Comparison of Classification Methods for Expression Quantitative Trait Loci.Joe Davis.[pdf]Predicting Mobile Users Future Location.John Doherty .[pdf]Machine Learning Madness.John Gold, Elliot Chanen.[pdf]Semi-Supervised Learning For Sentiment Analysis.John Miller, Aran Nayebi, Amr Mohamed.[pdf]Legal Issue Spotting.John Phillips.[pdf]A novel way to Soccer Match Prediction.Jongho Shin, Robert Gasparyan.[pdf]Morphological Galaxy Classification.Jordan Duprey, James Kolano.[pdf]Predicting Helpfulness Ratings of Amazon Product Reviews.Jordan Rodak, Minna Xiao, Steven Longoria.[pdf]Predicting Course Completions For Online Courses.Joseph Paetz.[pdf]An Adaptive System For Standardized Test Preparation.Julia Enthoven.[pdf]Single Molecule Biophysics Machine Learning For Automated Data Processing.Junhong Choi, Soomin Cho.[pdf]Understanding Comments Submitted to FCC on Net Neutrality.Junhui Mao, Jing Xia, Woncheol Jeong.[pdf]Direct Data-Driven Methods for Decision Making under Uncertainty.Junjie Qin.[pdf]From Food To Wine.Justin Meier.[pdf]Classifying Legal Questions into Topic Areas Using Machine Learning.Karthik Jagadeesh, Brian Lao.[pdf]Predicting Hit Songs with MIDI Musical Features.Kedao Wang.[pdf]Machine Learning Methods for Biological Data Curation.Kelley Paskov.[pdf]Classifying Forest Cover Type using Cartographic Features.Kevin Crain, Graham Davis.[pdf]Peer Lending Risk Predictor.Kevin Tsai,Sivagami Ramiah,Sudhanshu Singh.[pdf]Learning Distributed Representations of Phrases.Konstantin Lopyrev.[pdf]Estimation Of Word Representations Using Recurrent Neural Networks And Its Application In Generating Business Fingerprints.Kuan Fang.[pdf]Gender Identification by Voice.Kunyu Chen.[pdf]Applications Of Machine Learning To Predict Yelp Ratings.Kyle Carbon, Kacyn Fujii, Prasanth Veerina.[pdf]Methodology for Sparse Classification Learning Arrhythmia.Lee Tanenbaum.[pdf]Predicting March Madness.Levi Franklin.[pdf]Net Neutrality Language Analysis.Li Tao, Xinyi Xie.[pdf]Characterizing Atrial Fibrillation Burden for Stroke Prevention.Lichy Han.[pdf]Predict Seizures in Intracranial EEG Recordings.Linyu He, Lingbin Li.[pdf]Automated Music Track Generation.Louis Eugene, Guillaume Rostaing.[pdf]Characterizing Overlapping Galaxies.Luis Alvarez.[pdf]Understanding Player Positions in the NBA.Luke Lefebure.[pdf]Cross-Domain Product Classification with Deep Learning.Luke de Oliveira, Alfredo Lainez, Akua Abu.[pdf]Predicting Heart Attacks.Luyang Chen, Qi Cao, Sihua Li, Xiao Ju.[pdf]Prediction of Bike Sharing Demand for Casual and Registered Users.Mahmood Alhusseini.[pdf]Classification Of Arrhythmia Using ECG Data.Manas Karandikar, Giulia Guidi.[pdf]What Can You Learn From Accelerometer Data.Manikantan Shila.[pdf]Speaker Recognition for Multi-Source Single-Channel Recordings.Maria Frank, Neil Gallagher, Jose Kruse Perin.[pdf]Prediction of consumer credit risk.Marie-Laure Charpignon, Enguerrand Horel, Flora Tixier.[pdf]Machine Learning for Network Intrusion Detection.Martina Troesch, Ian Walsh.[pdf]Predicting Paper Counts in the Biological Sciences.Matt Denton, Jose Hernandez, Debnil Sur.[pdf]Prediction of Price Increase for MTG Cards.Matt Pawlicki, Joe Polin, Jesse Zhang.[pdf]Twitter Classification into the Amazon Browse Node Hierarchy.Matthew Long, Jiao Yu, Anshul Kundani.[pdf]Determining Mood From Facial Expressions.Matthew Wang, Spencer Yee.[pdf]Visualizing Personalized Cancer Risk Prediction.Maulik Kamdar.[pdf]Predicting the Total Number of Points Scored in NFL Games.Max Flores, Ajay Sohmshetty.[pdf]Short Term Power Forecasting Of Solar PV Systems Using Machine Learning Techniques.Mayukh Samanta,Bharath Srikanth,Jayesh Yerrapragada.[pdf]Star-Galaxy Separation in the Era of Precision Cosmology.Michael Baumer, Noah Kurinsky, Max Zimet.[pdf]Artist Attribution via Song Lyrics.Michael Mara.[pdf]Accelerometer Gesture Recognition.Michael Xie, David Pan.[pdf]Arrythmia Classification for Heart Attack Prediction.Michelle Jin.[pdf]#ML#NLP-Autonomous Tagging Of Stack Overflow Posts.Mihail Eric, Ana Klimovic, Victor Zhong.[pdf]Scheduling Tasks Under Constraints.Mike Yu,Dennis Xu,Kevin Moody.[pdf]Classification Of Beatles Authorship.Miles Bennett, Casey Haaland, Atsu Kobashi.[pdf]Classification of Accents of English Speakers by Native Language.Morgan Bryant, Amanda Chow, Sydney Li.[pdf]Exposing commercial value in social networks matching online communities and businesses.Murali Narasimhan, Camelia Simoiu, Anthony Ward.[pdf]Hacking the genome.Namrata Anand.[pdf]How Hot Will It Get Modeling Scientific Discourse About Literature.Natalie Telis.[pdf]Permeability Prediction of 3-D Binary Segmented Images Using Neural Networks.Nattavadee Srisutthiyakorn.[pdf]Automated Identification of Artist Given Unknown Paintings and Quantification of Artistic Style.Nicholas Dufour, Kyle Griswold, Michael Lublin.[pdf]Predicting Lecture Video Complexity.Nick Su, Ismael Menjivar.[pdf]Result Prediction of Wikipedia Administrator Elections based ondNetwork Features.Nikhil Desai, Raymond Liu, Catherine Mullings.[pdf]Predicting The Treatment Status.Nikolay Doudchenko.[pdf]Error Detection based on neural signals.Nir Even-Chen, Igor Berman.[pdf]Speech Similarity.OReilly Mavrommatis.[pdf]Data-Driven Modeling and Control of an Autonomous Race Car.Ohiremen Dibua, Aman Sinha, and John Subosits.[pdf]Predicting the Diagnosis of Type 2 Diabetes Using Electronic Medical Records.Oliver Bear Dont Walk IV, David Joosten, Tim Moon.[pdf]A Novel Approach to Predicting the Results of NBA Matches.Omid Aryan, Ali Reza Sharafat.[pdf]Automatically Generating Musical Playlists.Paul Martinez.[pdf]Solar Flare Prediction.Paul Warren,Gabriel Bianconi.[pdf]Application of machine learning techniques for well pad identification inathe Bakken oil fielda.Philip Brodrick, Jacob Englander.[pdf]Anomaly Detection in Bitcoin Network Using Unsupervised Learning Methods.Phillip Pham,Steven Li.[pdf]Two-step Semi-supervised Approach for Music Structural Classificiation.Prateek Verma, Yang-Kai Lin, Li-Fan Yu.[pdf]Domain specific sentiment analysis using cross-domain data.Praveen Rokkam, Marcello Hasegawa.[pdf]Instrumental Solo Generator.Prithvi Ramakrishnan, Aditya Dev Gupta.[pdf]Cross-Domain Text Understanding in Online SocialData.Qian Lin, Shenxiu Liu, Zhao Yang.[pdf]From Paragraphs to Vectors and Back Again.Qingping He.[pdf]HandwritingRecognition.Quan Nguyen, Maximillian Wang, Le Cheng Fan.[pdf]Chemical Identification with Chemical Sensor Arrays.Quintin Stedman.[pdf]Genre Classification Using Graph Representations of Music.Rachel Mellon, Dan Spaeth, Eric Theis.[pdf]Collaborative Filtering Recommender Systems.Rahul Makhijani, Saleh Samaneh, Megh Mehta.[pdf]Detecting The Direction Of Sound With A Compact Microphone 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Energy Efficient Seizure Prediction Algorithm.Zhongnan Fang, Yuan Yuan, Andrew Weitz.[pdf]Classifier Comparisons On Credit Approval Prediction.Zhoutong Fu, Zhedi Liu.[pdf]Appliance Based Model for Energy Consumption Segmentation.Zi Yin, Thanchanok Teeraratkul, Nutthavuth Tamang.[pdf]analysis on 1s1r array.Zizhen Jiang.[pdf]Video Series:https://www.youtube.com/watch?v=p4FR37aJSKchttps://www.youtube.com/watch?v=5B80x26K8cQhttps://www.youtube.com/watch?v=86lUBfVMe24https://www.youtube.com/watch?v=Yceqk8vmXPMhttps://www.youtube.com/watch?v=BBwEF6WBUQshttps://www.youtube.com/watch?v=fbAdS063bk4https://www.youtube.com/watch?v=svz28L6Ay_chttps://www.youtube.com/watch?v=Ns4aJ-DfoKYhttps://www.youtube.com/watch?v=HF6um7Txmh4https://www.youtube.com/watch?v=eJd3PUhj3Nshttps://www.youtube.com/watch?v=j11fYpycAhkhttps://www.youtube.com/watch?v=LdNYz5YTLhUhttps://www.youtube.com/watch?v=5TkX1mX7elEhttps://www.youtube.com/watch?v=ZX2Hyu5WoFghttps://www.youtube.com/watch?v=cTrG81H08Bkhttps://www.youtube.com/watch?v=vOEushDQyj0https://www.youtube.com/watch?v=qrHhO9E4lIshttps://www.youtube.com/watch?v=G8_PUk50qpchttps://www.youtube.com/watch?v=_X7HfmN63r4https://www.youtube.com/watch?v=N3BJDnDNuVUhttps://www.youtube.com/watch?v=4e3NvB0nc2Mhttps://www.youtube.com/watch?v=lTPO8rrzracFurther 35 Project Ideas or Suggestions which might interest you.1. AI (Artifical Intelligence) Based Image Capturing and transferring to PC/CCTV using Robot2. Material Dimensions Analyzing Robot3. An intelligent mobile robot navigation technique using RFID Technology4. IVRS Based Robot Control with Response & Feed Back5. Library Robot – Path Guiding Robotic System with Artificial Intelligence using Microcontroller6. Wireless Artificial Intelligence Based Fire Fighting Robot for Relief Operations7. A Humanoid Robot to Prevent Children Accidents8. Motion Detection, Robotics Guidance & Proximity Sensing using Ultrasonic Technology9. Robust Sensor-Based Navigation for Mobile Robots10. Visual tracking control to fast moving target for stereo vision robot11. A Voice Guiding System for Autonomous Robots12. Artificial Intelligent based Solar Vehicle13. Mobile robot control based on information of the scanning laser range sensor14. Walking Robot with Infrared Sensors / Light Sensors / RF Sensor / Tactile Sensors15. IVRS Based Control of Three Axis Robot With Voice Feed back16. Intelligent Mobile Robot for Multi Specialty Operations17. Sensor Operated Path Finding Robot (Way Searching)18. Design and Development of Obstacle Sensing and Object Guiding Robot19. SMS controlled intelligent searching and pick and place moving robot20. Artificial Intelligence Based Image Capturing and Transferring to PC using Robot21. Artificial Intelligent Based Remote controlled Automatic Path finding Cum Video Analyzing Robot22. Wall Follower Robot with The Help of Multiple Artificial Eyes23. Sensor Operated Automatic Punching robot24. Fire Fighting Robotics with AI (Artificial Intelligence) and WAP25. Intelligent Robot with Artificial Intelligence computer Brain system26. Remote controlled Pneumatic Four Axis Material Handling Robot27. Advanced Robotic Pick and Place Arm and Hand System28. Voice Controlled Material handling Robot29. A Hands Gesture Control System of for an Intelligent Robot30. Robotic Vision and Color Identification System with Solenoid Arm for Colored Material Separation31. Artificial Intelligence Based Fire fighting AGV32. SMS controlled video analyzing robot33. Staircase Climbing Robot – Implemented in Multi-Domain Approach34. Fully Automated Track Guided Vehicle (ATGV) Robot35. PC based wireless Pick and Place jumping robot with remote control36. Three Axis Robotics With Artificial Intelligence (AI)