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Leiden University


These webpages contain information on the various educational programmes and courses offered at or by the Leiden Institute of Advanced Computer Science (LIACS), the computer science and artificial intelligence department of Leiden University.



Knobbe, dr. A.J.

This page is for internal use at LIACS only. The information below may be incomplete.

Courses
YearCourseBSc/MScStaffProgrammesECTSLevelPeriod
2026‑2027Advances in Data Mining (4343ADVDM)MScKnobbe, dr. A.J.CS6500
2026‑2027Sports Data Science (4343SPDSX)MScKnobbe, dr. A.J.CS6500
2025‑2026Advances in Data Mining (4343ADVDM)MScKnobbe, dr. A.J.CS6500
2025‑2026Sports Data Science (4343SPDSX)MScKnobbe, dr. A.J.CS6500
2024‑2025Advances in Data Mining (4343ADVDM)MScKnobbe, dr. A.J.CS, IiB&PS6500
2024‑2025Sports Data Science (4343SPDSC)MScKnobbe, dr. A.J.CS6500
2023‑2024Advances in Data Mining (4343ADVDMY)MScKnobbe, dr. A.J., Kowalczyk, dr. W.J.CS, IiB&PS6500
2023‑2024Data Mining (4032DATM6)BScKnobbe, dr. A.J.Inf, BioInf, mDSAI6300
2023‑2024Sports Data Science (4343SPDSCY)MScKnobbe, dr. A.J.CS6500
2022‑2023Data Mining (4032DATM6)BScKnobbe, dr. A.J.Inf, BioInf, mDSAI6300
2022‑2023Sports Data Science (4343SPDSCY)MScKnobbe, dr. A.J.CS6500
2021‑2022Data Mining (4032DATM6)BScKnobbe, dr. A.J.Inf, I&E, BioInf, mDSAI6300
2021‑2022Sports Data Science (4343SPDSCY)MScKnobbe, dr. A.J., Leeuw, dr. A-W. dr, Meerhoff, dr. R.CS6500
Supervised theses

Information below is sourced from the LIACS Thesis Repository.

Year Student Thesis Supervisors Programme
2025‑2026Jonas, D. (Dani)How Effective are Simple Machine Learning Models in Accurately Predict...Bariatti, dr. F., Knobbe, dr. A.J., dr. F. GrozemaDSAI
2025‑2026Amavarapu, S. (Sasank)Skeletal Tracking in Speed Skating for Automated Stroke DetectionKnobbe, dr. A.J., dr. W.J. PalenstijnCS
2025‑2026Witvliet, O. (Olav)Language and Deal Characteristics in Mergers and Acquisitions: A Subgr...Knobbe, dr. A.J., Leeuwen, prof.dr. M. vanI&E
2025‑2026Amatkasan, L. (Lohrenz)Reconstructing and Smoothing Speed Skater Trajectories with Gaps and O...Knobbe, dr. A.J., Graaf, dr. J.M. deInf
2024‑2025Mohamed, B. (Bilal)Integrating Subgroup Discovery with Conversational AI for Enhanced Bus...Knobbe, dr. A.J., Ren, dr. Z.DSAI
2024‑2025Bilalis, N. (Nikolaos-Maximos)Optimizing Elite Sports Training: A Reinforcement Learning Approach fo...Knobbe, dr. A.J., Plaat, prof.dr. A.CS
2024‑2025Braam, I. (Isaac)Evaluating the Costs of Constraints in University Course Timetabling P...Knobbe, dr. A.J., Wang, dr. H.CS
2024‑2025Rademaker, M. (Mark)Automating Scene Change Detection in TV and Film: A Deep Multimodal Fu...Knobbe, dr. A.J., Duijn, dr. M.J. vanCS
2024‑2025Knoester, E. (Eva)Analysis of the Penalty Corner in HockeyKnobbe, dr. A.J., dr. A.W. de LeeuwI&E
2024‑2025Soest, D. van (Domen)A Data-Driven Approach to Determine Personalised Stage SuitabilityKnobbe, dr. A.J., T. van ErpInf
2023‑2024Rooij, M. de (Michael)Video-Based Tracking of a Speed Skater in the CornerKnobbe, dr. A.J., A. de LeeuwCS
2023‑2024Haasdijk, C. (Cas)Quantifying and Analyzing the Load on a Day of an AthleteKnobbe, dr. A.J., Spruit, prof.dr. M.R.I&E
2023‑2024Roos, R. (Renz)Ice Skater Detection Using Computer VisionKnobbe, dr. A.J., Pelt, dr. D.M.Inf
2023‑2024Visser, M. (Max)Using Image Captioning Model for Event and Object Recognition in Footb...Wijnholds, dr. G., Knobbe, dr. A.J.Inf
2023Meijer, D.W.J. (Dirk)Machine Learning and Computer Vision for Urban Drainage InspectionKnobbe, dr. A.J., Bäck, prof.dr. T.H.W.PhD
2022‑2023Aarnoutse M.F.A.Automatic Pass Detection in Soccer Tracking DataKnobbe, dr. A.J., Baratchi, dr. M.CS
2022‑2023Broughton, N. (Nathan) Exploring the Relationship Between Behaviour and Health: A Comparative...Knobbe, dr. A.J., dr. L.L. Lintmeijer CS
2022‑2023Meulen, Frederick van derAugmenting existing activity recognition classifiers for inactivity de...Leeuwen, prof.dr. M. van, Knobbe, dr. A.J.CS
2022‑2023Noordover, KevinPlayer tracking in water poloKnobbe, dr. A.J., Pelt, dr. D.M.CS
2022‑2023Fransen, T. (Tess)Would you unconsciously go green? A research about which factors influ...Fan, dr. Y., Knobbe, dr. A.J.I&E
2022‑2023Hessels. F. (Floris)Modelling Gentrification in Dutch Neighbourhoods: Investigating the Ro...Fan, dr. Y., Knobbe, dr. A.J.I&E
2022‑2023Koçak, Y. (Yasin)The Correlation between Market and Public Sentiment; the Intercommunic...Verberne, prof.dr. S., Knobbe, dr. A.J.I&E
2022‑2023Putten, W. (Wessel) vanPredicting football matches with the use of weather conditionsFan, dr. Y., Knobbe, dr. A.J.I&E
2022‑2023Hayat, A.A. (Aras Aslam)An aggregrative approach to time series classificationKnobbe, dr. A.J., Salehkaleybar, dr. S.Inf
2021‑2022Nijhuis, JasperEffective Police Checks at Internal Schengen Borders using Information...Knobbe, dr. A.J., Prof.dr.ing. A.J. Klievink (Bas)IiB&PS
2021‑2022Akshat, A.Mining Physical Activity Behaviours in Older AdultsKnobbe, dr. A.J., Marian BeekmanCS
2021‑2022Dimitrov, T.Parkinson’s Disease Pull Test Proxy Model Development using Daily Li...Knobbe, dr. A.J., Vasileios ExadaktylosCS
2020‑2021Bosch, Michael An adoption framework to improve the adoption of BI, emphasing the rol...Pickl, prof.dr. S.W., Knobbe, dr. A.J., Gómez Maureira, dr. M.A.IiB&PS
2020‑2021Chander, AnkitaHuman Activity Recognition under Free-Living Conditions using Smartpho...Yocarini, dr. I.E., Knobbe, dr. A.J.CS
2020‑2021Drogtrop, JimmyPredicting Successful Sequences in Soccer using Boosted LSTM NetworksKnobbe, dr. A.J., dr. L. Meerhoff, S. ParaschiakosCS
2020‑2021Zandbelt, RikTracking long track ice skaters in the bendKnobbe, dr. A.J.CS
2020‑2021Schrijver, L.Modeling of the rating of perceived exertion for training sessions in ...A. de Leeuw, Knobbe, dr. A.J.I&E
2020‑2021Vrins, M. (Michiel)Querying Frequent Itemsets in the BrowserLeeuwen, prof.dr. M. van, Knobbe, dr. A.J.Inf
2019‑2020Robijn, JonathanPass Outcome Prediction in FootballLeeuw de, Knobbe, dr. A.J.IiB&PS
2019‑2020Cheng, T.Y.Delivery Optimisation Through Data Mining for Micro-sized Restaurants ...Ramackers, dr. G.J., Knobbe, dr. A.J.I&E
2019‑2020Rooij, L (Lucas). vanPredicting the Characteristics of Successful Cyclists in Multi-week Ra...Knobbe, dr. A.J., dr. A.W. de Leeuw, S. van der ZwaardInf
2019‑2020Simons, T. (Thijs)Training Optimization in Professional Road Cycling through Time Series...Knobbe, dr. A.J., dr. A.W. de LeeuswInf
2018‑2019Anastasiou, GeorgeAutomated Detection of Performance Regression in New Versions of PostG...Manegold, prof.dr. S., Knobbe, dr. A.J., H. MühleisenIiB&PS
2018‑2019Michael Ayas, HamdiDecision Support Systems and Business Intelligence for agile portfolio...Stettina, dr. C.J., Knobbe, dr. A.J.IiB&PS
2018‑2019Rasenberg, MarkAutomatic classi cation of handguns in CT images of cabin baggage usin...Knobbe, dr. A.J., ir. D.W.J. Meijer, Policy officerIiB&PS
2018‑2019Wildvank, TonnyAn integrated multi-faceted system approach for improving the developm...dr. H.T. Le Fever, Knobbe, dr. A.J.IiB&PS
2018‑2019Okai, JeremiahBuilding Robust Prediction Models for Activity Recognition and Energy ...Knobbe, dr. A.J.CS
2018‑2019Ramgolam, RenukaData Visualization Without Privacy ViolationVerberne, prof.dr. S., Knobbe, dr. A.J.CS
2018‑2019Toussaint, G.The Risks and Rewards of Pressure in Football.Knobbe, dr. A.J., dr. L.A. MeerhofI&E
2018‑2019Zetten, W. vanAnalysis of Tactical Behavior in Soccer: Capturing and Analysing SpaceKnobbe, dr. A.J., dr. L.A. MeerhoffI&E
2018‑2019Neuteboom, V.O. (Victor)Personalized Modeling of Training Load and Physical Capacity of an Eli...Knobbe, dr. A.J., dr. R. Meerhoff, dr. A.W. de LeeuwInf
2018‑2019Poslavsky, V.J.A. (Victor)System for Analysing Off-the-ball Performance of Individual Football P...Knobbe, dr. A.J., dr. R. MeerhoffInf
2018‑2019Tijssen, L. (Lars)Analyzing Offensive Player- and Team Performance in Soccer Using Posit...dr. R. Meerhoff, Knobbe, dr. A.J.Inf
2018Gouveia da Costa Cachucho, R. E. (Ricardo) deMethods and Tools for Mining Multivariate Time SeriesKok, prof.dr. J.N., Knobbe, dr. A.J.PhD
2017‑2018Bankras, StijnEssential Security Factors for SaaS ApplicationsKnobbe, dr. A.J.IiB&PS
2017‑2018Buitelaar, RubenBuilding the Data-Driven Organization: a Maturity Model and AssessmentWeeren, drs. N. van, Knobbe, dr. A.J.IiB&PS
2017‑2018Naron, AlexandraCybercrime as a Driver to Security Innovations in Dutch SMEs: A Compar...Jong Kon Chin, prof.dr. S., Knobbe, dr. A.J.IiB&PS
2017‑2018Taounza, AbdessamadExploring new Channels of Public Service Delivery via ChatbotsKnobbe, dr. A.J., Veen, P.M. van, M.I. AtefIiB&PS
2017‑2018Groot, Maurits. deHet Verbeteren van het Proces rond de Evaluatie van ZorgaanbiedersKnobbe, dr. A.J., D. Meijer, R. KonijnI&E
2017‑2018Rook, J. (Jeroen)Characteristics of Dangerous Passes in Soccer at Women’s EURO 2017dr. A.W. de Leeuw, Knobbe, dr. A.J.Inf
2017‑2018Verhoef, D. (Davey)Determining Good Tactics for a Football Game using Raw Positional DataKnobbe, dr. A.J., dr. R. MeerhoffInf
2016‑2017Liu, Y. (Yazhou)RNNs of Heart Rate Modeling as a Function of Body MovementKraaij, prof.dr.ir. W., Knobbe, dr. A.J.CS
2016‑2017Parag, R.M. (Raymond)Sequential Recognition and Scoring of Archery ShotsKnobbe, dr. A.J., M. MeengCS
2016‑2017Parschiakos, S. (Stylianos)Comparing Sensor Networks for Activity RecognitionKnobbe, dr. A.J., CachuchoCS
2016‑2017Hal, R.M. (Roy) vanFinish Photo Analysis for Athletics Track Events using Computer Vision...D. Meijer, Knobbe, dr. A.J.Inf
2016‑2017Kesteloo, M.E. (Mitchell)Using Convolutional Autoencoders to Detect Anomalies in Sewer ImagesD. Meijer, Knobbe, dr. A.J.Inf
2016Pinho Rebelo de Sá, C.F. (Claudio)Pattern Mining for Label RankingKok, prof.dr. J.N., dr. C.M. Soares, Knobbe, dr. A.J.PhD
2016Rijn, J.N. (Jan) van Massively Collaborative Machine LearningKok, prof.dr. J.N., Knobbe, dr. A.J., dr. J. VanschorenPhD
2015‑2016Burgh, B. (Benjamin) van derEntity Resolution in Unstructured DataKnobbe, dr. A.J., Nijssen, dr. S.G.R.CS
2015‑2016Boom, B. (Bernard) van denDutchism DetectorVeenman, dr. C.J., Knobbe, dr. A.J.Inf
2015Vespier, U. (Ugo)Mining Sensor Data from Complex SystemsKok, prof.dr. J.N., Knobbe, dr. A.J.PhD
2014‑2015Marsdon, B. (Bob)A Generalized Hough Transform for the Recognition of Cars in Images [I...Knobbe, dr. A.J., dr. E.A. VerbitskiyInf
2014Miao, S. (Shengfa)Structural Health Monitoring Meets Data MiningKok, prof.dr. J.N., Knobbe, dr. A.J.PhD
2013‑2014Baggio, A. (Alberto)Interactive Visualization and Mining of Massive Time SeriesKnobbe, dr. A.J., dr. U. VespierCS
2013Duivesteijn, W. (Wouter)Exceptional Model MiningKok, prof.dr. J.N., Knobbe, dr. A.J.PhD
2012‑2013Vos, M. (Michiel)Self-Tracking with Multiple Sensor SystemsKnobbe, dr. A.J., CachuchoInf
2012Haas, E. (Erwin)Automated Classification of Skin Diseases using Tile-Based Texture Fea...Verbeek, prof.dr.ir. F.J., Knobbe, dr. A.J.Inf
2012Witteveen, J. (Jouke)Minng Hyperintervals: Getting to Grips with Real-Valued Dataprof. dr. P.D. Grünwald, Knobbe, dr. A.J., dr. W. DuivesteijnInf
2010Schiopu, G. (Gratian)Datamining of Sensory Datastreams in Complex SystemsKnobbe, dr. A.J.CS
2007Strijbosch, L. (Luc)Speeding up Ozone Profile Retrieval using Machine Learning TechniquesKnobbe, dr. A.J., CachuchoCS

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