Sandjai Bhulai

90 papers A* 2A 3B 4C 3Misc 1Journal 67Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decodable but not structured: linear probing enables Underwater Acoustic Target Recognition with pretrained audio embeddings. CoRR Hilde I. Hummel, Sandjai Bhulai, Rob D. van der Mei, Burooj Ghani
2026	J	`jnl`	Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings. Ecol. Informatics Hilde I. Hummel, Sandjai Bhulai, Rob van der Mei, Burooj Ghani
2026	J	`jnl`	Optimizing maintenance of heavy equipment: A data-driven approach. Comput. Ind. Eng. Lais Wehbi, Sandjai Bhulai, Jesper Slik
2025	J	`jnl`	An effective aggregation heuristic for Capacitated Facility Location Problems with many demand points. Comput. Oper. Res. Ruurd Buijs, Rob D. van der Mei, Elenna R. Dugundji, Sandjai Bhulai
2025	J	`jnl`	Automated data curation for self-supervised learning in underwater acoustic analysis. CoRR Hilde I. Hummel, Sandjai Bhulai, Burooj Ghani, Rob van der Mei
2025	J	`jnl`	Detecting Religious Language in Climate Discourse. CoRR Evy Beijen, Pien Pieterse, Yusuf Çelik, Willem Th. Van Peursen, Sandjai Bhulai, Meike Morren
2025	J	`jnl`	Optimizing Power Grid Topologies with Reinforcement Learning: A Survey of Methods and Challenges. CoRR Erica van der Sar, Alessandro Zocca, Sandjai Bhulai
2025	J	`jnl`	Real-Time Vehicle Tracking Using Magnetic Field Fingerprinting. IEEE Access Robin Enrico van Ruitenbeek, Sandjai Bhulai
2025	J	`jnl`	Real-time assistance in suicide prevention helplines using a deep learning-based recommender system: A randomized controlled trial. Int. J. Medical Informatics Salim Salmi, Saskia Mérelle, Nikki van Eijk, Renske Gilissen, Rob van der Mei, Sandjai Bhulai
2025	J	`jnl`	Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications. CoRR Arwin Gansekoele, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2025	J	`jnl`	Relative Phase Equivariant Deep Neural Systems for Physical Layer Communications. Trans. Mach. Learn. Res. Arwin Gansekoele, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2025	J	`jnl`	The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive Learning. CoRR Hilde I. Hummel, Arwin Gansekoele, Sandjai Bhulai, Rob van der Mei
2025	J	`jnl`	The Dutch Scaler Performance Indicator: How Much Did My Model Actually Learn? J. Classif. Etienne Pieter van de Bijl, Jan Gerard Klein, Joris Pries, Sandjai Bhulai, Robert Douwe van der Mei
2025	J	`jnl`	The dutch draw: constructing a universal baseline for binary classification problems. J. Appl. Probab. Etienne van de Bijl, Jan Klein, Joris Pries, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2024	J	`jnl`	A Machine Learning Approach for Simultaneous Demapping of QAM and APSK Constellations. CoRR Arwin Gansekoele, Alexios Balatsoukas-Stimming, Tom Brusse, Mark Hoogendoorn, Sandjai Bhulai, Rob van der Mei
2024	J	`jnl`	An Iterative Sample Scenario Approach for the Dynamic Dispatch Waves Problem. Transp. Sci. Leon Lan, Jasper M. H. van Doorn, Niels A. Wouda, Arpan Rijal, Sandjai Bhulai
2024	J	`jnl`	Meta-Learning for Federated Face Recognition in Imbalanced Data Regimes. CoRR Arwin Gansekoele, Emiel Hess, Sandjai Bhulai
2024	A*	`conf`	Robustly overfitting latents for flexible neural image compression. NeurIPS Yura Perugachi-Diaz, Arwin Gansekoele, Sandjai Bhulai
2024	J	`jnl`	Robustly overfitting latents for flexible neural image compression. CoRR Yura Perugachi-Diaz, Arwin Gansekoele, Sandjai Bhulai
2024	J	`jnl`	Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption. CoRR Arwin Gansekoele, Tycho Bot, Rob van der Mei, Sandjai Bhulai, Mark Hoogendoorn
2023	J	`jnl`	Active pairwise distance learning for efficient labeling of large datasets by human experts. Appl. Intell. Joris Pries, Sandjai Bhulai, Rob van der Mei
2023	J	`jnl`	Multi-Agent Reinforcement Learning for Power Grid Topology Optimization. CoRR Erica van der Sar, Alessandro Zocca, Sandjai Bhulai
2023	J	`jnl`	The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features. CoRR Joris Pries, Guus Berkelmans, Sandjai Bhulai, Rob van der Mei
2023	J	`jnl`	The Berkelmans-Pries dependency function: A generic measure of dependence between random variables. J. Appl. Probab. Guus Berkelmans, Sandjai Bhulai, Rob van der Mei, Joris Pries
2023	J	`jnl`	The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw. CoRR Joris Pries, Etienne van de Bijl, Jan Klein, Sandjai Bhulai, Rob van der Mei
2023	—	`conf`	Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption. WI/IAT Arwin Gansekoele, Tycho Bot, Rob van der Mei, Sandjai Bhulai, Mark Hoogendoorn
2022	J	`jnl`	A data-driven approach to deriving closed-form approximations for queueing problems using genetic algorithms. Queueing Syst. Theory Appl. Rob van der Mei, Sandjai Bhulai
2022	J	`jnl`	K competing queues with customer abandonment: optimality of a generalised c μ-rule by the Smoothed Rate Truncation method. Ann. Oper. Res. Sandjai Bhulai, H. Blok, Flora M. Spieksma
2022	J	`jnl`	Multi-view damage inspection using single-view damage projection. Mach. Vis. Appl. Robin Enrico van Ruitenbeek, Sandjai Bhulai
2022	J	`jnl`	RangL: A Reinforcement Learning Competition Platform. CoRR Viktor Zobernig, Richard A. Saldanha, Jinke He, Erica van der Sar, Jasper van Doorn, Jia-Chen Hua, Lachlan Robert Mason, Aleksander Czechowski, Drago Indjic, Tomasz Kosmala, Alessandro Zocca, Sandjai Bhulai, Jorge Montalvo Arvizu, Claude Klöckl, John Moriarty
2022	—	`conf`	Strategic Workforce Planning with Deep Reinforcement Learning. LOD (2) Yannick Smit, Floris den Hengst, Sandjai Bhulai, Ehsan Mehdad
2022	J	`jnl`	The BP Dependency Function: a Generic Measure of Dependence between Random Variables. CoRR Guus Berkelmans, Joris Pries, Sandjai Bhulai, Rob van der Mei
2022	J	`jnl`	The Dutch Draw: Constructing a Universal Baseline for Binary Prediction Models. CoRR Etienne van de Bijl, Jan Klein, Joris Pries, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2022	J	`jnl`	The enriched median routing problem and its usefulness in practice. Comput. Ind. Eng. Dylan Huizing, Rob van der Mei, Guido Schäfer, Sandjai Bhulai
2022	C	`conf`	Understanding Human Mobility for Data-Driven Policy Making. I4CS Jesper Slik, Sandjai Bhulai
2021	B	`conf`	Analysis of stopping criteria for Bayesian Adaptive Mastery Assessment. EDM Androniki Sapountzi, Sandjai Bhulai, Ilja Cornelisz, Chris van Klaveren
2021	J	`jnl`	Deep learning for white cabbage seedling prediction. Comput. Electron. Agric. Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai
2021	A*	`conf`	Invertible DenseNets with Concatenated LipSwish. NeurIPS Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai
2021	J	`jnl`	Invertible DenseNets with Concatenated LipSwish. CoRR Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai
2021	J	`jnl`	Jasmine: A New Active Learning Approach to Combat Cybercrime. CoRR Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2021	J	`jnl`	Job Recommender Systems: A Review. CoRR Corné de Ruijt, Sandjai Bhulai
2021	—	`conf`	Plusmine: Dynamic Active Learning with Semi-Supervised Learning for Automatic Classification. WI/IAT Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Robert D. van der Mei
2021	J	`jnl`	The Generalized Cascade Click Model: A Unified Framework for Estimating Click Models. CoRR Corné de Ruijt, Sandjai Bhulai
2020	—	`conf`	Deriving Explicit Control Policies for Markov Decision Processes Using Symbolic Regression. VALUETOOLS A. Hristov, Joost W. Bosman, Sandjai Bhulai, Robert D. van der Mei
2020	J	`jnl`	Optimizing pre-processing and relocation moves in the Stochastic Container Relocation Problem. Eur. J. Oper. Res. Bernard G. Zweers, Sandjai Bhulai, Rob D. van der Mei
2020	J	`jnl`	Pre-processing a container yard under limited available time. Comput. Oper. Res. Bernard G. Zweers, Sandjai Bhulai, Rob D. van der Mei
2020	J	`jnl`	The median routing problem for simultaneous planning of emergency response and non-emergency jobs. Eur. J. Oper. Res. Dylan Huizing, Guido Schäfer, Rob D. van der Mei, Sandjai Bhulai
2020	—	`conf`	Transaction-Driven Mobility Analysis for Travel Mode Choices. ANT/EDI40 Jesper Slik, Sandjai Bhulai
2020	J	`jnl`	i-DenseNets. CoRR Yura Perugachi-Diaz, Jakub M. Tomczak, Sandjai Bhulai
2019	C	`conf`	Detecting Fraudulent Bookings of Online Travel Agencies with Unsupervised Machine Learning. IEA/AIE Caleb Mensah, Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei
2018	J	`jnl`	Ambulance Dispatch Center Pilots Proactive Relocation Policies to Enhance Effectiveness. Interfaces Martin van Buuren, Caroline J. Jagtenberg, Thije van Barneveld, Rob van der Mei, Sandjai Bhulai
2018	B	`conf`	Detecting Network Intrusion beyond 1999: Applying Machine Learning Techniques to a Partially Labeled Cybersecurity Dataset. WI Jan Klein, Sandjai Bhulai, Mark Hoogendoorn, Rob van der Mei, Raymond Hinfelaar
2017	J	`jnl`	Compliance tables for an EMS system with two types of medical response units. Comput. Oper. Res. T. C. van Barneveld, Robert D. van der Mei, Sandjai Bhulai
2017	—	`conf`	Optimal battery charging in smart grids with price forecasts. ISGT Sven van der Kooij, Pia Kempker, Hans van den Berg, Sandjai Bhulai
2016	—	`conf`	Modelling Trend Progression Through an Extension of the Polya Urn Process. NetSci-X Marijn ten Thij, Sandjai Bhulai
2016	J	`jnl`	The effect of ambulance relocations on the performance of ambulance service providers. Eur. J. Oper. Res. Thije van Barneveld, Sandjai Bhulai, Robert D. van der Mei
2016	J	`jnl`	Value Function Discovery in Markov Decision Processes With Evolutionary Algorithms. IEEE Trans. Syst. Man Cybern. Syst. Martijn Onderwater, Sandjai Bhulai, Rob van der Mei
2015	Misc	`conf`	A simulation model for emergency medical services call centers. WSC Martin van Buuren, Geert Jan Kommer, Rob van der Mei, Sandjai Bhulai
2015	J	`jnl`	Learning Optimal Policies in Markov Decision Processes with Value Function Discovery? SIGMETRICS Perform. Evaluation Rev. Martijn Onderwater, Sandjai Bhulai, Rob van der Mei
2015	J	`jnl`	Modeling trend progression through an extension of the Polya Urn Process. CoRR Marijn ten Thij, Sandjai Bhulai
2015	J	`jnl`	Modelling of trends in Twitter using retweet graph dynamics. CoRR Marijn ten Thij, Tanneke Ouboter, Daniël Worm, Nelly Litvak, Hans van den Berg, Sandjai Bhulai
2015	—	`conf`	Nearest Neighbour Algorithms for Forecasting Call Arrivals in Call Centers. KES-IDT Sandjai Bhulai
2015	J	`jnl`	Optimal appointment scheduling in continuous time: The lag order approximation method. Eur. J. Oper. Res. Wouter Vink, Alex Kuiper, Benjamin Kemper, Sandjai Bhulai
2015	J	`jnl`	Parametric replenishment policies for inventory systems with lost sales and fixed order cost. Eur. J. Oper. Res. Marco Bijvank, Sandjai Bhulai, Woonghee Tim Huh
2014	C	`conf`	Modelling of Trends in Twitter Using Retweet Graph Dynamics. WAW Marijn ten Thij, Tanneke Ouboter, Daniël Worm, Nelly Litvak, Hans van den Berg, Sandjai Bhulai
2014	J	`jnl`	On structural properties of the value function for an unbounded jump Markov process with an application to a processor sharing retrial queue. Queueing Syst. Theory Appl. Sandjai Bhulai, A. C. Brooms, Flora M. Spieksma
2013	J	`jnl`	A simple index rule for efficient traffic splitting over parallel wireless networks with partial information. Perform. Evaluation J. W. Bosman, Geert Jan Hoekstra, Robert D. van der Mei, Sandjai Bhulai
2013	J	`jnl`	Optimal resource allocation in survey designs. Eur. J. Oper. Res. Melania Calinescu, Sandjai Bhulai, Barry Schouten
2013	J	`jnl`	Structural properties of the optimal resource allocation policy for single-queue systems. Ann. Oper. Res. Ran Yang, Sandjai Bhulai, Rob van der Mei
2013	J	`jnl`	The predictive power of ranking systems in association football. Int. J. Appl. Pattern Recognit. Jan Lasek, Zoltán Szlávik, Sandjai Bhulai
2012	J	`jnl`	Dynamic traffic splitting to parallel wireless networks with partial information: A Bayesian approach. Perform. Evaluation Sandjai Bhulai, Geert Jan Hoekstra, J. W. Bosman, Robert D. van der Mei
2012	J	`jnl`	Optimal balanced control for call centers. Ann. Oper. Res. Sandjai Bhulai, Taoying Farenhorst-Yuan, Bernd Heidergott, Dinard van der Laan
2012	J	`jnl`	Optimal patient and personnel scheduling policies for care-at-home service facilities. Eur. J. Oper. Res. P. M. Koeleman, Sandjai Bhulai, M. van Meersbergen
2011	J	`jnl`	Optimal resource allocation for multiqueue systems with a shared server pool. Queueing Syst. Theory Appl. Ran Yang, Sandjai Bhulai, Rob van der Mei
2011	J	`jnl`	Optimal resource allocation for time-reservation systems. Perform. Evaluation Ran Yang, Sandjai Bhulai, Rob van der Mei, Frank J. Seinstra
2011	J	`jnl`	Optimal resource allocation in synchronized multi-tier Internet services. Perform. Evaluation Chrétien Verhoef, Sandjai Bhulai, Rob van der Mei
2010	A	`conf`	Optimal concurrent access strategies in mobile communication networks. ITC Sandjai Bhulai, Gerard Hoekstra, Rob van der Mei
2009	J	`jnl`	Dynamic thread assignment in web server performance optimization. Perform. Evaluation Wemke van der Weij, Sandjai Bhulai, Rob van der Mei
2009	J	`jnl`	Session-Level Load Balancing for High-Dimensional Systems. IEEE Trans. Autom. Control. Dennis Roubos, Sandjai Bhulai
2008	J	`jnl`	A Simple Staffing Method for Multiskill Call Centers. Manuf. Serv. Oper. Manag. Auke Pot, Sandjai Bhulai, Ger Koole
2008	J	`jnl`	Simple Methods for Shift Scheduling in Multiskill Call Centers. Manuf. Serv. Oper. Manag. Sandjai Bhulai, Ger Koole, Auke Pot
2007	A	`conf`	A Multiphased Approach for Modeling and Analysis of the BitTorrent Protocol. ICDCS Vivek Rai, Swaminathan Sivasubramanian, Sandjai Bhulai, Pawel Garbacki, Maarten van Steen
2007	B	`conf`	Heuristics for the Design and Optimization of Streaming Content Distribution Networks. GLOBECOM Sandjai Bhulai, Robert D. van der Mei, Mengxiao Wu
2007	A	`conf`	Modeling and Predicting End-to-End Response Times in Multi-tier Internet Applications. ITC Sandjai Bhulai, Swaminathan Sivasubramanian, Robert D. van der Mei, Maarten van Steen
2006	B	`conf`	Modelling the Impact of User Mobility on the Throughput in Networks of Wireless 802.11 LANs. GLOBECOM Sandjai Bhulai, Robert D. van der Mei, Taoying Yuan
2003	J	`jnl`	A queueing model for call blending in call centers. IEEE Trans. Autom. Control. Sandjai Bhulai, Ger Koole
2003	J	`jnl`	On the uniqueness of solutions to the Poisson equations for average cost Markov chains with unbounded cost functions. Math. Methods Oper. Res. Sandjai Bhulai, Flora M. Spieksma
2000	—	`conf`	On the value of learning for Bernoulli bandits with unknown parameters. CDC Sandjai Bhulai, Ger Koole
2000	J	`jnl`	On the value of learning for Bernoulli bandits with unknown parameters. IEEE Trans. Autom. Control. Sandjai Bhulai, Ger Koole
2000	—	`conf`	Scheduling time-constrained jobs in the presence of background traffic. CDC Sandjai Bhulai, Ger Koole