The projects listed in this section are still available! Students interested in working for a project, please get in touch either with the main contact listed here, or with the person(s) mentioned in the project's description.
The types of the projects are: Master/Semester/Either (i.e. either Master or semester project).

#DateTypeProject nameResponsibleReport
120/07/2017SDialog-based Example Critiquing SystemFei Mi
209/06/2017SDéploiement d'un outil de correction automatique pour les travaux pratiques de programmationJamila Sam
306/06/2017EPersonalized Neural Conversation ModelFei Mi
404/05/2017EAmélioration et extension des outils de correction automatiques pour les MOOCsJamila Sam
#DateTypeProject nameResponsibleReport


These projects are currently underway and are therefore no longer available.

#DateTypeProject nameResponsibleReport
113/06/2017SCollaborative Bandits for News RecommendationPanayiotis Danassis
213/06/2017SDeep Learning for News RecommendationAleksei Triastcyn
312/06/2017SAdaptive RoutingPanayiotis Danassis
412/06/2017SLearning Deep Representations of Time SeriesIgor Kulev
502/06/2017SMachine Learning for Quality Aware Task Assignment in CrowdsourcingNaman Goel
615/05/2017SNovel Approach For Tuning Models’ Hyper ParametersDiego Antognini
715/05/2017STopic Modeling & Sentiment AnalysisDiego Antognini
815/05/2017SNovel Machine Learning Methods For Sentiment AnalysisDiego Antognini
929/12/2016EKnowledge Distillation for Deep Neural NetworksAleksei Triastcyn
1022/12/2016MGenerative Adversarial Networks (GANs) for Dialog Response GenerationFei Mi
1117/11/2016EApplying Memory Networks to Question-Answering (QA)Fei Mi
1211/11/2016EData Summarisation for Imbalanced DatasetsAleksei Triastcyn
1311/11/2016ECrowdsourcing Incentives with Submodular Reward FunctionsAleksei Triastcyn
1409/11/2016SAd-hoc teamwork in the pursuit domainPanayiotis Danassis
1503/10/2016SBuilding a multiagent competitive gaming platformIgor Kulev
1603/10/2016SPredict seizures in EEG recordingsIgor Kulev
1703/10/2016SModeling dynamic temporal behavior using Recurrent Neural NetworksIgor Kulev
1811/12/2015SMechanism Design for Monitoring Crop DiseasesGoran Radanovic
1911/12/2015SEmoMap: Emotion Sensing of the EPFL campusGoran Radanovic
2011/12/2015ESemi-Supervised Text Classification with Word RepresentationsClaudiu Musat
2122/12/2014SDo I hear 100?: Bidding Platform for Semester ProjectsGoran Radanovic
2218/12/2014ERecommender System Platform for the Montreux JazzFlorent Garcin
2301/12/2014SDon’t sell cheap! Buyer behaviour predictionFlorent Garcin
2420/05/2014ESwissnoise: Aggregating Opinions to Predict the FutureFlorent Garcin
2516/05/2014ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
2616/05/2014ESay what? learning to recognize speechFlorent Garcin
2716/05/2014EIt’s all Greek to me! learning to translate languages.Florent Garcin
2805/12/2013EExtract opinions to predict the future!Florent Garcin
2926/11/2013EIt’s all Greek to me! learning to translate languagesFlorent Garcin
3026/11/2013ESay what? learning to recognize speechFlorent Garcin
3116/05/2013ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
3216/05/2013SCollaborative BattleshipFlorent Garcin
3308/11/2012SSwissnoise: a stock market for predictionFlorent Garcin
3404/04/2012SInteraction with virtual elements in a reality augmented environmentJamila Sam
3506/03/2012EModel class priors in reinforcement learningChristos Dimitrakakis
3609/11/2010SI like that song! - KDDCup on music recommendationsFlorent Garcin
3713/06/2010STeach me! Mapping students to problemsFlorent Garcin
3811/06/2010SLie to me - a user experiment on strategyproof mechanism designFlorent Garcin
3904/05/2010SFollow the White Rabbit - Identifying User SessionsFlorent Garcin
4011/04/2010SWho is who - Contextual User Identity IdentificationPu Li
4121/02/2012STrading agent for Advertisement Auctions (Winnie Tse)Ludek Cigler
#DateTypeProject nameResponsibleReport


Here you can find former student projects and (for some of them) links to their reports.

#DateTypeProject nameResponsibleReport
111/11/2016SRational, not Unfair : Incentives for Fair Machine LearningNaman Goel
211/11/2016SLarge Scale Recommender Systems (Collaborative filtering, k nearest neighbors)Naman Goel
314/11/2015EEvaluation Metrics Trade-off for Recommendation SystemsAleksei Triastcyn
408/01/2015SBuilding Teams: A Co-operative Game Theory Approach and Scalable SolutionSujit Gujar
512/12/2014SPay What you want and Share profit!!!Sujit Gujar
612/12/2014EBetter Patrolling strategies to detect fare invasionSujit Gujar
702/12/2014SPredicting the Success of Altruistic RequestsGoran Radanovic
814/07/2014SDynamic matching in crowdsourcing platformSujit Gujarpdf
902/05/2014SSecuring AuctionsSujit Gujar
1015/11/2013SBootstrapping Recommender Systems with the CrowdsourcingGoran Radanovic
1115/11/2013SEvaluating Incentives in Crowdsourcing using GamesGoran Radanovic
1211/06/2013EWhere's the Fun in Games?Claudiu Musat
1329/05/2013SHierarchical Topic Models for NeuroscienceJean-Cédric Chappelier
1429/05/2013SExtraction of Protein Concentration from Scientific LiteratureJean-Cédric Chappelier
1512/04/2013EThe Balanced News RecommenderClaudiu Musat
1616/11/2012SContent Extraction from PDF Scientific ArticlesJean-Cédric Chappelier
1716/11/2012SGUI for Biomedical Relationships Extraction from LiteratureJean-Cédric Chappelier
1811/07/2002MForecasting Foreign Exchange Rates with Neural NetworksMarius Calin Silaghipdf
1930/04/2012EPay It Forward - a Dynamic Question Oriented Recommender SystemClaudiu Musat
2029/06/2010STrading agent for Advertisement Auctions (Elias Mirza)Ludek Ciglerpdf
2106/01/2011STrading agent for Advertisement Auctions (Kirill Petropavlov)Ludek Ciglerpdf
2206/03/2012MIntelligent Modelling and Visualization of Air-Quality in LausanneJason Jingshi Lipdf
2308/01/2012STrading agent for Advertisement Auctions (Jonas Vautherin)Ludek Ciglerpdf
2416/12/2010SGoing Once... Going Twice... Sold! - Distributed Payments Determination in Combinatorial AuctionsThomas Léauté
2516/11/2010MNatural Language Processing Tools for Biological Scientific PapersJean-Cédric Chappelier
2615/11/2010EReasoning under UncertaintyThomas Léauté
2715/11/2010EComparing Topic Models and Concept Networks for measuring text similarityJean-Cédric Chappelier
2823/10/2010SA Small Step for FRODO, a Giant Leap for Multi-agent OptimizationThomas Léauté
2922/10/2010SMaking Everybody Happy in Best-First Order - Best-First Iteration in Distributed Optimization ProblemsThomas Léauté
3008/04/2010ESAT solver inside CP solverRadoslaw Szymanek
3106/04/2010SGoing Once... Going Twice... Sold! - Distributed Winner Determination in Combinatorial AuctionsThomas Léauté
3201/04/2010SSaving Lives: the Distributed Kidney Exchange ProblemThomas Léauté
3308/01/2010SMulti-agent Meeting Scheduling with Privacy GuarantiesThomas Léauté
3416/11/2009MMarket based mechanisms for optimizationBrammert Ottens
3509/11/2009SProtecting Privacy in Multi-agent Satisfaction ProblemsThomas Léauté
3601/05/2009SAnalysis of Malicious Behaviors in Information SystemPu Li
3729/04/2009SRobustness in Multi-agent Optimization under UncertaintyThomas Léauté
3828/04/2009SProtecting Privacy in Multi-agent OptimizationThomas Léauté
3927/04/2009SHeuristics for Distributed Pseudo-tree RegenerationThomas Léauté
4014/04/2009ENetwork Flow ConstraintRadoslaw Szymanek
4124/11/2008SEfficient Data Structures for Decision DiagramsThomas Léauté
4224/11/2008MIntrusion Detection SystemMichael Schumacher
4310/11/2008MGeometric ConstraintRadoslaw Szymanek
4423/05/2008SInformation Extraction out of Job ProposalsJean-Cédric Chappelier
4528/04/2008SEfficient Representation of Lexica ("Dictionnaries")Jean-Cédric Chappelier
4624/04/2008EEfficient Data Structures for Decision DiagramsThomas Léauté
4723/04/2008SConstraints promoted to First-Class statusRadoslaw Szymanek
4816/04/2008SExtensional ConstraintRadoslaw Szymanek
4915/04/2008EImplied ConstraintsRadoslaw Szymanek
5015/04/2008EDecomposition of constraintsRadoslaw Szymanek
5115/04/2008SKnapsack constraintRadoslaw Szymanek
5230/11/2007MRanking Scientific Publications using the Citation GraphMartin Vesely
5323/11/2007STruck-Task scheduling using DPOPBrammert Ottens
5422/11/2007EEfficient Data Structures for Decision DiagramsThomas Léauté
5520/11/2007MMeta Graph-Based Global ConstraintRadoslaw Szymanek
5616/11/2007EGlobal Cardinality ConstraintRadoslaw Szymanek
5716/11/2007SRegular Language Membership ConstraintRadoslaw Szymanek
5816/11/2007SExploration of different domain representationRadoslaw Szymanek
5915/11/2007SAmong ConstraintRadoslaw Szymanek
6022/10/2007EDistributed Robotic Odor Source LocalizationThomas Léauté
6106/06/2007EInformation Extraction with Markov LogicMarita Ailomaa
6219/12/2006ESelf-debugging in Complex Software SystemsThomas Léauté
6314/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
6414/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
6514/12/2006EExtract Information from Online ReviewsMarie Decreuzat
6614/12/2006MFormal Verification Methods applied to Air Traffic ControlMichael Schumacher
6712/12/2006MVerifying Workflow Properties in OpenWFEMichael Schumacher
6811/12/2006MExtending peer-to-peer networks for approximate searchMichael Schumacher
6905/12/2006SPlug-in systems in JavaMiroslav Melichar
7020/09/2006SDistributing the Agent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
7111/08/2006EStore the Minimal Conflicting Sets in a Finite State MachineDavid Portabella
7211/08/2006EWeb Interface 2. AJAX + DHTMLDavid Portabella
7316/06/2006SWeb Account ManagerDavid Portabella
7416/06/2006SLearning to create Installers (Big plus when searching for a job)David Portabella
7510/03/2006EAn interface for Infoscience, Nebis and Open ArchiveDavid Portabella
7607/03/2006ECreating a User Interface with GTK+ or Ms Visual StudioDavid Portabella
7707/03/2006EExtending BitTorrentDavid Portabella
7807/02/2006SUsing Virtual Categories for browsing Content DirectoriesPaolo Viappiani
7907/02/2006EEvaluation of Preference QueriesPaolo Viappiani
8007/02/2006SA Web Interface for Apartment searchPaolo Viappiani
8130/01/2006EPDA Web InterfaceDavid Portabella
8230/01/2006EWeb Browser Control, Java Native InterfaceDavid Portabella
8326/01/2006ETimetable creator of the I&C faculty courses - using contraint satifaction programmingMichael Schumacher
8426/01/2006ESmart Mobile Timetable Application for the "Transports Publics de Lausanne"Michael Schumacher
8526/01/2006MAgent-based Simulation of the whole Swiss Railway NetworkMichael Schumacher
8626/01/2006EAgent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
8726/01/2006SDistributed Web Service Directories - extending WSDirMichael Schumacher
8825/01/2006SSimulation of the Loetschberg TunnelMichael Schumacher
8925/01/2006MIDE for Web Service Composition with OpenWFE (as an Eclipse Plugin)Michael Schumacher
9003/01/2006MDevelopment of distributed distributional semantics technique on P2P systemsVinn-Toan LUU
9119/12/2005EReputation-based Quality of Service Monitoring for Service Oriented EnvironmentsMarie Decreuzat
9201/12/2005EWeb InterfaceDavid Portabella
9318/05/2005SConstraints Programming with Functors and GenericsPaolo Viappiani
9418/05/2005EJackrabbit for OpenWFEMichael Schumacher
9518/05/2005EBusiness Rules for Web ServicesMichael Schumacher
9618/05/2005EWeb Service Composition with OpenWFEMichael Schumacher
9717/05/2005EMulti-user Preference DiscoveryPaolo Viappiani
9804/05/2005EAgent-based Simulation of Intelligent Highways.Marie Decreuzat
9910/03/2005EApplying the Semantic Web to Dialogue SystemsDavid Portabella
10011/02/2005EA Multiagent Meeting Scheduling TestbedAdrian Petcu
10104/02/2005ERun-time transformation of java bytecode for Web Service invocationDavid Portabella
10202/02/2005MA Dynamic Scheduling TestbedAdrian Petcu
10307/12/2004EGraphical Process Editor for OpenWFE (as an Eclipse plugin)Michael Schumacher
10407/12/2004EXPDL to OpenWFE: A Translator for Business Processes DefinitionsMichael Schumacher
10503/12/2004MContribution to Wizard-of-Oz experimentsMiroslav Melichar
10603/12/2004EExtending RDP for Handling Related Questions and Question Relevance ScoresDavid Portabella
10703/12/2004EJCL: Editor and Scripting engine for Constraint-based Optimization ProblemsPaolo Viappiani
10803/12/2004EAlgorithms for Efficient Pareto AnalysisPaolo Viappiani
10903/12/2004MRapid Prototyping of Decision-support ApplicationsPaolo Viappiani
11003/12/2004MPerformance Improvement of Distributed Information Retrieval SystemVinn-Toan LUU
11101/12/2004SImplementation of k-best solutions in SCFG parsingJean-Cédric Chappelier
11201/12/2004MReforging of Natural Language Processing ToolkitJean-Cédric Chappelier
11303/04/2004S3D visualization methods for network security eventsPedro Bados
11413/05/2004MAgent-oriented Framework for Decentralized E-Commerce using Reputation MechanismsMarie Decreuzat
11518/05/2004EWorldwide Competitive Electronic Business AgentsIon Constantinescu
11612/05/2004MNew metrics for Information Retrieval SystemsJean-Cédric Chappelier
11730/11/-0001MImplementing language processing techniques for retrieving information from real flight database
11830/11/-0001MAgent Cities: Agent Based Information Services for Mobile Users
11930/11/-0001MAgent Cities: Deploying Agent Technology for Next Generation Internet Services
12030/11/-0001MVers un ordinateur champion du monde de Go ? (2)
12130/11/-0001MApprentissage non supervisé pour étiqueteur automatique de phrases
12230/11/-0001MRegular Expressions for Natural Language Processing
12330/11/-0001MVirtual web pages based on physical simulation
12430/11/-0001MFinite State Transducers Library
12530/11/-0001MRailway schedule agent
12630/11/-0001MA Statistical Part-of-Speech Tagger for Natural Language Processing
12730/11/-0001MNavigation dans un dictionnaire électronique
12830/11/-0001MAffine Arithmetic Library
12930/11/-0001MIntegrating Speech in Web browsers
13030/11/-0001MFlight Data Statistics Generation
13130/11/-0001MA Simple CSP Solver for Continuous Constraints
13230/11/-0001MAn Efficient Representation of Data-Oriented Parsing Tree Grammars
13330/11/-0001MA Powerfull Spelling Error Corrector and Natural Language Tokeniser
13430/11/-0001MA Description Logic reasoner based on CHRIon Constantinescu
13518/05/2004EReputation Aware Intelligent Web ServicesIon Constantinescu
13618/05/2004MSemantic Web scenariosDavid Portabella
13703/12/2004MOpen Constraint Optimization for Virtual EnterprisesAdrian Petcu
13801/01/2004MIntelligent Identification and Assessment of Web Services' Vulnerabilities: A Positive Security Model
13901/01/2004MCooperative Network Security Prevention
14001/01/2004EProactive Risk Assessment for Network Security Prevention
14106/04/2003SAide à l'enseignement: un système d'information multi-instanciableFlorian Seydoux
14230/11/-0001MAdaptation methods in case based reasoning
14330/11/-0001MMediators for Information Agents
14430/11/-0001MInterchangeability algorithms for Soft CSP
14530/11/-0001MSearch algorithms in a Distributed CSP
14601/04/2004SA Java Library for Natural Language ProcessingJean-Cédric Chappelier
14701/01/2004MClassification et catégorisation hiérarchique de documents
14801/04/2004MDistributed Computing Toolkit for Pervasive Computing Applications.Vicent Schickel-Zuber
14901/01/2004MA real statistical TCP model to understand your network layer
15001/01/2004SConcept formation for network users
15101/01/2004STowards an intelligent SPAM expert terminator
15214/04/2004SWeb security information wrappingPedro Bados
#DateTypeProject nameResponsibleReport