Proposed

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
129/05/2018EPoincaré Embeddings for Document SummarisationAleksei Triastcyn
224/11/2017SParsing Citations in Scientific PapersJean-Cédric Chappelier
324/11/2017SSegmentation of Proper Names in Scientific PapersJean-Cédric Chappelier
420/07/2017SDialog-based Example Critiquing SystemFei Mi
509/06/2017SDéploiement d'un outil de correction automatique pour les travaux pratiques de programmationJamila Sam
604/05/2017EAmélioration et extension des outils de correction automatiques pour les MOOCsJamila Sam
#DateTypeProject nameResponsibleReport

Running

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

#DateTypeProject nameResponsibleReport
113/07/2018SCausal Inference in Observational DataIgor Kulev
207/06/2018SAnalyzing Game ReviewsDiego Antognini
307/04/2018SImplementing a Reputation Token in Blockchain (Ethereum)Naman Goel
430/11/2017SInvestigate Opinionated Review Document EmbeddingsDiego Antognini
529/11/2017SSimulating a Sports GameIgor Kulev
620/11/2017SA Multi-Agent Reinforcement Learning Approach to the Multi-Predator Pursuit DomainPanayiotis Danassis
713/06/2017SCollaborative Bandits for News RecommendationPanayiotis Danassis
812/06/2017SAdaptive RoutingPanayiotis Danassis
912/06/2017SLearning Deep Representations of Time SeriesIgor Kulev
1006/06/2017EPersonalized Neural Conversation ModelFei Mi
1122/12/2016MGenerative Adversarial Networks (GANs) for Dialog Response GenerationFei Mi
1217/11/2016EApplying Memory Networks to Question-Answering (QA)Fei Mi
1309/11/2016SAd-hoc teamwork in the pursuit domainPanayiotis Danassis
1403/10/2016SBuilding a multiagent competitive gaming platformIgor Kulev
1503/10/2016SPredict seizures in EEG recordingsIgor Kulev
1603/10/2016SModeling dynamic temporal behavior using Recurrent Neural NetworksIgor Kulev
1711/12/2015SMechanism Design for Monitoring Crop DiseasesGoran Radanovic
1811/12/2015SEmoMap: Emotion Sensing of the EPFL campusGoran Radanovic
1911/12/2015ESemi-Supervised Text Classification with Word RepresentationsClaudiu Musat
2022/12/2014SDo I hear 100?: Bidding Platform for Semester ProjectsGoran Radanovic
2118/12/2014ERecommender System Platform for the Montreux JazzFlorent Garcin
2201/12/2014SDon’t sell cheap! Buyer behaviour predictionFlorent Garcin
2320/05/2014ESwissnoise: Aggregating Opinions to Predict the FutureFlorent Garcin
2416/05/2014ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
2516/05/2014ESay what? learning to recognize speechFlorent Garcin
2616/05/2014EIt’s all Greek to me! learning to translate languages.Florent Garcin
2705/12/2013EExtract opinions to predict the future!Florent Garcin
2826/11/2013EIt’s all Greek to me! learning to translate languagesFlorent Garcin
2926/11/2013ESay what? learning to recognize speechFlorent Garcin
3016/05/2013ENo news, bad news! A personalized News Recommender SystemFlorent Garcin
3116/05/2013SCollaborative BattleshipFlorent Garcin
3208/11/2012SSwissnoise: a stock market for predictionFlorent Garcin
3304/04/2012SInteraction with virtual elements in a reality augmented environmentJamila Sam
3406/03/2012EModel class priors in reinforcement learningChristos Dimitrakakis
3509/11/2010SI like that song! - KDDCup on music recommendationsFlorent Garcin
3613/06/2010STeach me! Mapping students to problemsFlorent Garcin
3711/06/2010SLie to me - a user experiment on strategyproof mechanism designFlorent Garcin
3804/05/2010SFollow the White Rabbit - Identifying User SessionsFlorent Garcin
3911/04/2010SWho is who - Contextual User Identity IdentificationPu Li
4021/02/2012STrading agent for Advertisement Auctions (Winnie Tse)Ludek Cigler
#DateTypeProject nameResponsibleReport

Past

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

#DateTypeProject nameResponsibleReport
123/01/2018SIARPA Challenge : Information Aggregation Competition by US Intelligence AgencyNaman Goel
224/11/2017STackling Discrimination in the Sharing EconomyNaman Goel
313/06/2017SDeep Learning for News RecommendationAleksei Triastcyn
402/06/2017SMachine Learning for Quality Aware Task Assignment in CrowdsourcingNaman Goel
515/05/2017SNovel Approach For Tuning Models’ Hyper ParametersDiego Antognini
615/05/2017STopic Modeling & Sentiment AnalysisDiego Antognini
715/05/2017SNovel Machine Learning Methods For Sentiment AnalysisDiego Antognini
829/12/2016EKnowledge Distillation for Deep Neural NetworksAleksei Triastcyn
911/11/2016EData Summarisation for Imbalanced DatasetsAleksei Triastcyn
1011/11/2016ECrowdsourcing Incentives with Submodular Reward FunctionsAleksei Triastcyn
1111/11/2016SRational, not Unfair : Incentives for Fair Machine LearningNaman Goel
1211/11/2016SLarge Scale Recommender Systems (Collaborative filtering, k nearest neighbors)Naman Goel
1314/11/2015EEvaluation Metrics Trade-off for Recommendation SystemsAleksei Triastcyn
1408/01/2015SBuilding Teams: A Co-operative Game Theory Approach and Scalable SolutionSujit Gujar
1512/12/2014SPay What you want and Share profit!!!Sujit Gujar
1612/12/2014EBetter Patrolling strategies to detect fare invasionSujit Gujar
1702/12/2014SPredicting the Success of Altruistic RequestsGoran Radanovic
1814/07/2014SDynamic matching in crowdsourcing platformSujit Gujarpdf
1902/05/2014SSecuring AuctionsSujit Gujar
2015/11/2013SBootstrapping Recommender Systems with the CrowdsourcingGoran Radanovic
2115/11/2013SEvaluating Incentives in Crowdsourcing using GamesGoran Radanovic
2211/06/2013EWhere's the Fun in Games?Claudiu Musat
2329/05/2013SHierarchical Topic Models for NeuroscienceJean-Cédric Chappelier
2429/05/2013SExtraction of Protein Concentration from Scientific LiteratureJean-Cédric Chappelier
2512/04/2013EThe Balanced News RecommenderClaudiu Musat
2616/11/2012SContent Extraction from PDF Scientific ArticlesJean-Cédric Chappelier
2716/11/2012SGUI for Biomedical Relationships Extraction from LiteratureJean-Cédric Chappelier
2811/07/2002MForecasting Foreign Exchange Rates with Neural NetworksMarius Calin Silaghipdf
2930/04/2012EPay It Forward - a Dynamic Question Oriented Recommender SystemClaudiu Musat
3029/06/2010STrading agent for Advertisement Auctions (Elias Mirza)Ludek Ciglerpdf
3106/01/2011STrading agent for Advertisement Auctions (Kirill Petropavlov)Ludek Ciglerpdf
3206/03/2012MIntelligent Modelling and Visualization of Air-Quality in LausanneJason Jingshi Lipdf
3308/01/2012STrading agent for Advertisement Auctions (Jonas Vautherin)Ludek Ciglerpdf
3416/12/2010SGoing Once... Going Twice... Sold! - Distributed Payments Determination in Combinatorial AuctionsThomas Léauté
3516/11/2010MNatural Language Processing Tools for Biological Scientific PapersJean-Cédric Chappelier
3615/11/2010EReasoning under UncertaintyThomas Léauté
3715/11/2010EComparing Topic Models and Concept Networks for measuring text similarityJean-Cédric Chappelier
3823/10/2010SA Small Step for FRODO, a Giant Leap for Multi-agent OptimizationThomas Léauté
3922/10/2010SMaking Everybody Happy in Best-First Order - Best-First Iteration in Distributed Optimization ProblemsThomas Léauté
4008/04/2010ESAT solver inside CP solverRadoslaw Szymanek
4106/04/2010SGoing Once... Going Twice... Sold! - Distributed Winner Determination in Combinatorial AuctionsThomas Léauté
4201/04/2010SSaving Lives: the Distributed Kidney Exchange ProblemThomas Léauté
4308/01/2010SMulti-agent Meeting Scheduling with Privacy GuarantiesThomas Léauté
4416/11/2009MMarket based mechanisms for optimizationBrammert Ottens
4509/11/2009SProtecting Privacy in Multi-agent Satisfaction ProblemsThomas Léauté
4601/05/2009SAnalysis of Malicious Behaviors in Information SystemPu Li
4729/04/2009SRobustness in Multi-agent Optimization under UncertaintyThomas Léauté
4828/04/2009SProtecting Privacy in Multi-agent OptimizationThomas Léauté
4927/04/2009SHeuristics for Distributed Pseudo-tree RegenerationThomas Léauté
5014/04/2009ENetwork Flow ConstraintRadoslaw Szymanek
5124/11/2008SEfficient Data Structures for Decision DiagramsThomas Léauté
5224/11/2008MIntrusion Detection SystemMichael Schumacher
5310/11/2008MGeometric ConstraintRadoslaw Szymanek
5423/05/2008SInformation Extraction out of Job ProposalsJean-Cédric Chappelier
5528/04/2008SEfficient Representation of Lexica ("Dictionnaries")Jean-Cédric Chappelier
5624/04/2008EEfficient Data Structures for Decision DiagramsThomas Léauté
5723/04/2008SConstraints promoted to First-Class statusRadoslaw Szymanek
5816/04/2008SExtensional ConstraintRadoslaw Szymanek
5915/04/2008EImplied ConstraintsRadoslaw Szymanek
6015/04/2008EDecomposition of constraintsRadoslaw Szymanek
6115/04/2008SKnapsack constraintRadoslaw Szymanek
6230/11/2007MRanking Scientific Publications using the Citation GraphMartin Vesely
6323/11/2007STruck-Task scheduling using DPOPBrammert Ottens
6422/11/2007EEfficient Data Structures for Decision DiagramsThomas Léauté
6520/11/2007MMeta Graph-Based Global ConstraintRadoslaw Szymanek
6616/11/2007EGlobal Cardinality ConstraintRadoslaw Szymanek
6716/11/2007SRegular Language Membership ConstraintRadoslaw Szymanek
6816/11/2007SExploration of different domain representationRadoslaw Szymanek
6915/11/2007SAmong ConstraintRadoslaw Szymanek
7022/10/2007EDistributed Robotic Odor Source LocalizationThomas Léauté
7106/06/2007EInformation Extraction with Markov LogicMarita Ailomaa
7219/12/2006ESelf-debugging in Complex Software SystemsThomas Léauté
7314/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
7414/12/2006MMonitoring Quality of Service using Reputation MechanismsMarie Decreuzat
7514/12/2006EExtract Information from Online ReviewsMarie Decreuzat
7614/12/2006MFormal Verification Methods applied to Air Traffic ControlMichael Schumacher
7712/12/2006MVerifying Workflow Properties in OpenWFEMichael Schumacher
7811/12/2006MExtending peer-to-peer networks for approximate searchMichael Schumacher
7905/12/2006SPlug-in systems in JavaMiroslav Melichar
8020/09/2006SDistributing the Agent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
8111/08/2006EStore the Minimal Conflicting Sets in a Finite State MachineDavid Portabella
8211/08/2006EWeb Interface 2. AJAX + DHTMLDavid Portabella
8316/06/2006SWeb Account ManagerDavid Portabella
8416/06/2006SLearning to create Installers (Big plus when searching for a job)David Portabella
8510/03/2006EAn interface for Infoscience, Nebis and Open ArchiveDavid Portabella
8607/03/2006ECreating a User Interface with GTK+ or Ms Visual StudioDavid Portabella
8707/03/2006EExtending BitTorrentDavid Portabella
8807/02/2006SUsing Virtual Categories for browsing Content DirectoriesPaolo Viappiani
8907/02/2006EEvaluation of Preference QueriesPaolo Viappiani
9007/02/2006SA Web Interface for Apartment searchPaolo Viappiani
9130/01/2006EPDA Web InterfaceDavid Portabella
9230/01/2006EWeb Browser Control, Java Native InterfaceDavid Portabella
9326/01/2006ETimetable creator of the I&C faculty courses - using contraint satifaction programmingMichael Schumacher
9426/01/2006ESmart Mobile Timetable Application for the "Transports Publics de Lausanne"Michael Schumacher
9526/01/2006MAgent-based Simulation of the whole Swiss Railway NetworkMichael Schumacher
9626/01/2006EAgent-based Simulation of the Traffic in SwitzerlandMichael Schumacher
9726/01/2006SDistributed Web Service Directories - extending WSDirMichael Schumacher
9825/01/2006SSimulation of the Loetschberg TunnelMichael Schumacher
9925/01/2006MIDE for Web Service Composition with OpenWFE (as an Eclipse Plugin)Michael Schumacher
10003/01/2006MDevelopment of distributed distributional semantics technique on P2P systemsVinn-Toan LUU
10119/12/2005EReputation-based Quality of Service Monitoring for Service Oriented EnvironmentsMarie Decreuzat
10201/12/2005EWeb InterfaceDavid Portabella
10318/05/2005SConstraints Programming with Functors and GenericsPaolo Viappiani
10418/05/2005EJackrabbit for OpenWFEMichael Schumacher
10518/05/2005EBusiness Rules for Web ServicesMichael Schumacher
10618/05/2005EWeb Service Composition with OpenWFEMichael Schumacher
10717/05/2005EMulti-user Preference DiscoveryPaolo Viappiani
10804/05/2005EAgent-based Simulation of Intelligent Highways.Marie Decreuzat
10910/03/2005EApplying the Semantic Web to Dialogue SystemsDavid Portabella
11011/02/2005EA Multiagent Meeting Scheduling TestbedAdrian Petcu
11104/02/2005ERun-time transformation of java bytecode for Web Service invocationDavid Portabella
11202/02/2005MA Dynamic Scheduling TestbedAdrian Petcu
11307/12/2004EGraphical Process Editor for OpenWFE (as an Eclipse plugin)Michael Schumacher
11407/12/2004EXPDL to OpenWFE: A Translator for Business Processes DefinitionsMichael Schumacher
11503/12/2004MContribution to Wizard-of-Oz experimentsMiroslav Melichar
11603/12/2004EExtending RDP for Handling Related Questions and Question Relevance ScoresDavid Portabella
11703/12/2004EJCL: Editor and Scripting engine for Constraint-based Optimization ProblemsPaolo Viappiani
11803/12/2004EAlgorithms for Efficient Pareto AnalysisPaolo Viappiani
11903/12/2004MRapid Prototyping of Decision-support ApplicationsPaolo Viappiani
12003/12/2004MPerformance Improvement of Distributed Information Retrieval SystemVinn-Toan LUU
12101/12/2004SImplementation of k-best solutions in SCFG parsingJean-Cédric Chappelier
12201/12/2004MReforging of Natural Language Processing ToolkitJean-Cédric Chappelier
12303/04/2004S3D visualization methods for network security eventsPedro Bados
12413/05/2004MAgent-oriented Framework for Decentralized E-Commerce using Reputation MechanismsMarie Decreuzat
12518/05/2004EWorldwide Competitive Electronic Business AgentsIon Constantinescu
12612/05/2004MNew metrics for Information Retrieval SystemsJean-Cédric Chappelier
12730/11/-0001MImplementing language processing techniques for retrieving information from real flight database
12830/11/-0001MAgent Cities: Agent Based Information Services for Mobile Users
12930/11/-0001MAgent Cities: Deploying Agent Technology for Next Generation Internet Services
13030/11/-0001MVers un ordinateur champion du monde de Go ? (2)
13130/11/-0001MApprentissage non supervisé pour étiqueteur automatique de phrases
13230/11/-0001MRegular Expressions for Natural Language Processing
13330/11/-0001MVirtual web pages based on physical simulation
13430/11/-0001MFinite State Transducers Library
13530/11/-0001MRailway schedule agent
13630/11/-0001MA Statistical Part-of-Speech Tagger for Natural Language Processing
13730/11/-0001MNavigation dans un dictionnaire électronique
13830/11/-0001MAffine Arithmetic Library
13930/11/-0001MIntegrating Speech in Web browsers
14030/11/-0001MFlight Data Statistics Generation
14130/11/-0001MA Simple CSP Solver for Continuous Constraints
14230/11/-0001MAn Efficient Representation of Data-Oriented Parsing Tree Grammars
14330/11/-0001MA Powerfull Spelling Error Corrector and Natural Language Tokeniser
14430/11/-0001MA Description Logic reasoner based on CHRIon Constantinescu
14518/05/2004EReputation Aware Intelligent Web ServicesIon Constantinescu
14618/05/2004MSemantic Web scenariosDavid Portabella
14703/12/2004MOpen Constraint Optimization for Virtual EnterprisesAdrian Petcu
14801/01/2004MIntelligent Identification and Assessment of Web Services' Vulnerabilities: A Positive Security Model
14901/01/2004MCooperative Network Security Prevention
15001/01/2004EProactive Risk Assessment for Network Security Prevention
15106/04/2003SAide à l'enseignement: un système d'information multi-instanciableFlorian Seydoux
15230/11/-0001MAdaptation methods in case based reasoning
15330/11/-0001MMediators for Information Agents
15430/11/-0001MInterchangeability algorithms for Soft CSP
15530/11/-0001MSearch algorithms in a Distributed CSP
15601/04/2004SA Java Library for Natural Language ProcessingJean-Cédric Chappelier
15701/01/2004MClassification et catégorisation hiérarchique de documents
15801/04/2004MDistributed Computing Toolkit for Pervasive Computing Applications.Vicent Schickel-Zuber
15901/01/2004MA real statistical TCP model to understand your network layer
16001/01/2004SConcept formation for network users
16101/01/2004STowards an intelligent SPAM expert terminator
16214/04/2004SWeb security information wrappingPedro Bados
#DateTypeProject nameResponsibleReport