Publications from 2021

How old are young people when they start having sex? Unravelling the applicability of Cox proportional hazards regression Article

H. de Graaf (Hanneke), J.A. ter Schure (Judith) and G.A.F.S. van Liere (Geneviève)

The study of three-dimensional fingerprint recognition in cultural heritage: Trends and challenges Article

D. Sero (Dzemila), I. Garachon (Isabelle), E. Hermens (Erma), R. van Liere (Robert) and K.J. Batenburg (Joost)

Efficient online weighted multi-level paging In Proceedings

N. Bansal (Nikhil), J. Naor (Joseph) and O. Talmon (Ohad)

Machine learning pipeline for battery state-of-health estimation Tech Report

D. Roman (Darius), S. Saxena (Saurabh), V. Robu (Valentin), M. Pecht (Michael) and D. Flynn (David)

On the integrality gap of binary integer programs with Gaussian data Tech Report

S.J. Borst (Sander), D.N. Dadush (Daniel), S. Huiberts (Sophie) and S.S.K. Tiwari (Samarth)

Simulations of positive streamers in air in different electric fields: Steady motion of solitary streamer heads and the stability field Tech Report

H.L. Francisco (Hani), H.J. Teunissen (Jannis), B. Bagheri (Behnaz) and U. Ebert (Ute)

The impact of uncertainty on predictions of the CovidSim epidemiological code Article

W.N. Edeling (Wouter), H. Arabnejad (Hamid), R. Sinclair (Robert), D. Suleimenova (Diana), K. Gopalakrishnan (Krishnakumar), B. Bosak (Bartosz), D. Groen (Derek), I. Mahmood (Imran), D.T. Crommelin (Daan) and P.V. Coveney (Peter)

Well-founded extensive games with perfect information In Proceedings

K.R. Apt (Krzysztof) and S.E. Simon (Sunil)

Towards optimal demand-side bidding in parallel auctions for time-shiftable electrical loads In Proceedings

R. Saur (Roland), J.A. La Poutré (Han) and N. Yorke-Smith (Neil)

Van tellen naar voorspellen : sturen op risico's met een voorspellend wiskundig model op basis van historische brandweerdata Article

M. School (Martine), M. de Graaf (Maurits), M.N.M. van Lieshout (Marie-Colette), E. Sanders (Emiel) and R. de Wit (Ron)

Reduced order modeling for parameterized time-dependent PDEs using spatially and memory aware deep learning Article

N.T. Mücke (Nikolaj), S.M. Bohte (Sander) and C.W. Oosterlee (Kees)

Evidence accumulation and associated error-related brain activity as computationally-informed prospective predictors of substance use in emerging adulthood Article

A.S. Weigard (Alexander), S.J. Brislin (Sarah), L.M. Cope (Lora), J.E. Hardee (Jillian), M.E. Martz (Meghan), A. Ly (Alexander), R.A. Zucker (Robert), C. Sripada (Chandra) and M.M. Heitzeg (Mary)

ME-MCTS: Online generalization by combining multiple value estimators In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

A CT dataset of a small wooden block Dataset

F.G. Bossema (Francien)

Three line trajectory X-ray tomography datasets of a small wooden block Dataset

F.G. Bossema (Francien)

A line trajectory X-ray tomography dataset of a wooden plank Dataset

F.G. Bossema (Francien)

A line trajectory X-ray tomography dataset of the Hugo de Groot bookchest Dataset

F.G. Bossema (Francien), J. Dorscheid (Jan), A. Kostenko (Alexander) and S.B. Coban (Sophia)

Dating and provenancing the Woman with lantern sculpture – A contribution towards attribution of Netherlandish art Article

M. Domínguez-Delmás (Marta), F.G. Bossema (Francien), B. van der Mark (Bieke), A. Kostenko (Alexander), S.B. Coban (Sophia), S. van Daalen (Sjoerd), P. van Duin (Paul) and K.J. Batenburg (Joost)

Learning continuous-time working memory tasks with on-policy neural reinforcement learning Article

D. Zambrano (Davide), P.R. Roelfsema (Pieter) and S.M. Bohte (Sander)

Regularisation for PCA- and SVD-type matrix factorisations Tech Report

A. Khoshrou (Majid) and E.J.E.M. Pauwels (Eric)

Differentially private correlation clustering Tech Report

M. Bun (Mark), M. Eliáš (Marek) and J. Kulkarni (Janardhan)

Differentially private correlation clustering In Proceedings

M. Bun (Mark), M. Eliáš (Marek) and J. Kulkarni (Janardhan)

Local Search is a remarkably strong baseline for Neural Architecture Search Tech Report

T. Den Ottelander (Tom), A. Dushatskiy (Arkadiy), M. Virgolin (Marco) and P.A.N. Bosman (Peter)

Valuation of electricity storage contracts using the COS method Article

B.C. Boonstra (Boris) and C.W. Oosterlee (Kees)

Lightweight delegated authentication with identity fraud detection for cyber-physical systems In Proceedings

Z. Yang (Zheng), C. Yin (Chao), C. Jin (Chenglu), J. Ning (Jianting) and J. Zhou (Jianying)

Tutorial applications for Verification, Validation and Uncertainty Quantification using VECMA toolkit Article

D. Suleimenova (Diana), H. Arabnejad (Hamid), W.N. Edeling (Wouter), D.P. Coster (David), O.O. Luk (Onnie), J. Lakhlili (Jalal), V. Jancauskas (Vytautas), M. Kulczewski (Michal), L. Veen (Lourens), D. Ye, et al. P. Zun (Pavel), V.V. Krzhizhanovskaya, A.G. Hoekstra (Alfons), D.T. Crommelin (Daan), P.V. Coveney (Peter) and D. Groen (Derek)

Technical perspective DIAMetrics: Benchmarking query engines at scale Article

P.A. Boncz (Peter)

k-Forrelation optimally separates quantum and classical query complexity In Proceedings

N. Bansal (Nikhil) and M. Sinha (Makrand)

Modeling with mocking In Proceedings

J. Stoel (Jouke), T. van der Storm (Tijs) and J.J. Vinju (Jurgen)

Jesus bleibet meine Freude : CWI Choir Update meeting 17.06.2021 Online Video

Infill asymptotics for adaptive kernel estimators of spatial intensity Article

M.N.M. van Lieshout (Marie-Colette)

Novelty and MCTS In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Robust online planning with imperfect models Proceedings

M. Rostov (Maxim) and M. Kaisers (Michael)

Value targets in off-policy AlphaZero: A new greedy backup Article

J.D. Willemsen (Daniël), H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Robust multi-agent Q-learning in cooperative games with adversaries In Proceedings

E. Nisioti (Eleni), D. Bloembergen (Daniel) and M. Kaisers (Michael)

Introduction: The mathematics of energy systems Article

P. Mancarella (Pierluigi), J. Moriarty (John), A. Philpott (Andy), A. Veraart (Almut), S. Zachary (Stan) and A.P. Zwart (Bert)

Large fluctuations in locational marginal prices Article

T. Nesti (Tommaso), J. Moriarty (John), A. Zocca (Alessandro) and A.P. Zwart (Bert)

TAKCO: A platform for extracting novel facts from tables In Proceedings

B.B. Kruit (Benno), P.A. Boncz (Peter) and J. Urbani (Jacopo)

Towards explainable MCTS In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

Explainable search In Proceedings

H.J.S. Baier (Hendrik) and M. Kaisers (Michael)

The no-free-lunch theorems of supervised learning Article

T.F. Sterkenburg (Tom) and P.D. Grünwald (Peter)

Complete resource pooling of a load-balancing policy for a network of battery swapping stations Article

F. Sloothaak, J. Cruise (James), V. Shneer (Seva), M. Vlasiou (Maria) and A.P. Zwart (Bert)

Local Search is a remarkably strong baseline for Neural Architecture Search In Proceedings

T. Den Ottelander (Tom), A. Dushatskiy (Arkadiy), M. Virgolin (Marco) and P.A.N. Bosman (Peter)

Rule-based strategies for dynamic life cycle investment Article

T.R.B. den Haan, K.W. Chau (Ki), M. van der Schans (Martin) and C.W. Oosterlee (Kees)

The influence of O2 on positive streamer initiation in supercritical CO2 with field ionization using a 3-D particle model Article

M.F. Abbas (Muhammad Farasat), G.Y. Sun (Guang Yu), X.C. Yuan (Xu Chu), X. Li (Xiaoran), X. Zhang (Xing), A.B. Sun (Anbang) and G.J. Zhang (Guanjun)

Deep denoising for multi-dimensional synchrotron X-ray tomography without high-quality reference data Article

A.A. Hendriksen (Allard), M. Bührer (Minna), L. Leone (Laura), M. Merlini (Marco), N.R. Viganò (Nicola), D.M. Pelt (Daniël), F. Marone (Federica), M. di Michiel (Marco) and K.J. Batenburg (Joost)

Deep learning for CVA computations of large portfolios of financial derivatives Article

K.H. Andersson (Kristoffer) and C.W. Oosterlee (Kees)

OGRE: Overlap Graph-based metagenomic Read clustEring Article

M. Balvert (Marleen), X. Luo (Xiao), T. Hauptfeld (Ernestina), A. Schönhuth (Alexander) and B.E. Dutilh (Bas)

Reduced order models for the incompressible Navier-Stokes equations on collocated grids using a ‘discretize-then-project’ approach Article

S.K. Kelbij Star (Sabrina), B. Sanderse (Benjamin), G. Stabile (Giovanni), G. Rozza (Gianluigi) and J. Degroote (Joris)

Constructing antidictionaries of long texts in output-sensitive space Article

L.A.K. Ayad (Lorraine), G. Badkobeh (Golnaz), G. Fici (Gabriele), A. Heliou (Alice) and S. Pissis (Solon)

A novel method for dendrochronology of large historical wooden objects using line trajectory X-ray tomography Article

F.G. Bossema (Francien), M. Domínguez-Delmás (Marta), W.J. Palenstijn (Willem Jan), A. Kostenko (Alexander), J. Dorscheid (Jan), S.B. Coban (Sophia), E. Hermens (Erma) and K.J. Batenburg (Joost)

Relaxed regularization for linear inverse problems Article

N. Luiken (Nick) and T. van Leeuwen (Tristan)

Variable projection for non-smooth problems Article

T. van Leeuwen (Tristan) and A.Y. Aravkin (Aleksandr)

Predicting lessee switch behavior using logit models In Proceedings

J.-W. Feilzer, () (Jan-Willem), D. Stroosnier (Daan), E.R. Dugundji (Elenna) and T. Koch (Thomas)

Applying transfer learning and various ANN architectures to predict transportation mode choice in Amsterdam In Proceedings

R.J.W. Buijs (Ruurd), T. Koch (Thomas) and E.R. Dugundji (Elenna)

Bicycle parking in station areas in the Netherlands In Proceedings

J.R.A. van Kampen (Jullian), L. Knapen (Luk), E.J.E.M. Pauwels (Eric), R.D. van der Mei (Rob) and E.R. Dugundji (Elenna)

The impact of a new public transport line on parking behavior In Proceedings

E.S. Fokker (Elisabeth), T. Koch (Thomas) and E.R. Dugundji (Elenna)

Forecasting public transport ridership: Management of information systems using CNN and LSTM architectures In Proceedings

S. Khalil (Sergey), C. Amrit (Chintan), T. Koch (Thomas) and E.R. Dugundji (Elenna)

Limitations of recursive logit for inverse reinforcement learning of bicycle route choice behavior in Amsterdam In Proceedings

T. Koch (Thomas) and E.R. Dugundji (Elenna)

Artificial intelligence techniques for conflict resolution Preface

R. Aydoğan (Reyhan), T. Baarslag (Tim) and E.H. Gerding (Enrico)

Mapping design spaces for audience participation in game live streaming In Proceedings

A. Striner (Alina), A.M. Webb (Andrew), J. Hammer (Jessica) and A.S. Cook (Amy Shannon)

Exploring relations in neuroscientific literature using Augmented Reality: A design study In Proceedings

I. Troost (Ivar), L. Hardman (Lynda), G. Tanhaei (Ghazaleh) and W. Hürst (Wolfgang)

Comparing simulations and experiments of positive streamers in air: Steps toward model validation Tech Report

X. Li (Xiaoran), S. Dijcks (Siebe), S. Nijdam (Sander), A.B. Sun (Anbang), U. Ebert (Ute) and H.J. Teunissen (Jannis)

Neutral dissociation of methane by electron impact and a complete and consistent cross section set Tech Report

D.D. Bouwman (Dennis), A. Martinez (Andy), B.J. Braams (Bastiaan) and U. Ebert (Ute)

Sum-of-squares hierarchies for binary polynomial optimization In Proceedings

L.F.H. Slot (Lucas) and M. Laurent (Monique)

Battery stress factor ranking for accelerated degradation test planning using machine learning Article

S. Saxena (Saurabh), D. Roman (Darius), V. Robu (Valentin), D. Flynn (David) and M. Pecht (Michael)

On the integrality gap of binary integer programs with Gaussian data In Proceedings

S.J. Borst (Sander), D.N. Dadush (Daniel), S. Huiberts (Sophie) and S.S.K. Tiwari (Samarth)

Optimistically compressed Hash Tables & Strings in the USSR Article

T.K. Gubner (Tim), V. Leis (Viktor) and P.A. Boncz (Peter)

The data-driven future of high-energy-density physics Article

P.W. Hatfield (Peter), J.A. Gaffney (Jim), G.J. Anderson (Gemma), S. Ali (Suzanne), L. Antonelli (Luca), S. Başeğmez du Pree (Suzan), J. Citrin (Jonathan), M. Fajardo (Marta), P. Knapp (Patrick), B. Kettle (Brendan), et al. B. Kustowski (Bogdan), M.J. MacDonald (Michael), D. Mariscal (Derek), M.E. Martin (Madison), T. Nagayama (Taisuke), C.A.J. Palmer (Charlotte), J.L. Peterson (Luc), S. Rose (Steven), J.J. Ruby, C. Shneider (Carl), M.J.V. Streeter (Matt), W. Trickey (Will) and B. Williams (Ben)

Generative RGB-D face completion for head-mounted display removal In Proceedings

N. Numan (Nels), F. ter Haar (Frank) and P.S. César Garcia (Pablo Santiago)

An epidemiological model for contact tracing with the Dutch CoronaMelder app Tech Report

P.A. Boncz (Peter)

Empathic interactions in automated vehicles #EmpathicCHI In Proceedings

K. Daher (Karl), M. Capallera (Marine), C. Lucifora (Chiara), J. Casas (Jacky), Q. Meteier (Quentin), M. El Kamali (Mira), A. El Ali (Abdallah), G.M. Grosso (Giorgio Mario), G. Chollet (Gérard), O. Abou Khaled (Omar), et al. E. Mugellini (Elena)

Immersive inclusivity at CHI: Design and creation of inclusive user interactions through immersive media In Proceedings

B. Ryskeldiev (Bektur), Y. Ochiai (Yoichi), K. Kusano (Koki), J. Li (Jie), Y. Saraiji (Yamen), K. Kunze (Kai), M. Billinghurst (Mark), S. Nanayakkara (Suranga), Y. Sugano (Yusuke) and T. Honda (Tatsuya)

Investigating the relationship between momentary emotion self-reports and Head and Eye Movements in HMD-based 360 VR video watching In Proceedings

X. Xue (Tong), A. El Ali (Abdallah), G. Ding and P.S. César Garcia (Pablo Santiago)

Social VR: A new medium for remote communication and collaboration In Proceedings

J. Li (Jie), V. Vinayagamoorthy (Vinoba), J. Williamson (Julie), D.A. Shamma (Ayman) and P.S. César Garcia (Pablo Santiago)

MEEC: Second workshop on momentary emotion elicitation and capture In Proceedings

A. El Ali (Abdallah), M. Perusquía-Hernández (Monica), M. Hassib (Mariam), Y. Abdelrahman (Yomna) and J. Newn (Joshua)

Data on erosion and hydrogen fuel retention in Beryllium plasma-facing materials Article

G. De Temmerman (Gregory), K. Heinola (Kalle), D. Borodin (Dmitriy), S. Brezinsek (Sebastijan), R.P. Doerner (Russell), M. Rubel (Marek), E. Fortuna-Zaleśna (Elżbieta), C. Linsmeier (Christian), D. Nishijima (Daisuke), K. Nordlund (Kai), et al. M. Probst (Michael), J. Romazanov (Juri), E. Safi (Elnaz), T. Schwarz-Selinger (Thomas), A. Widdowson (Anna), B.J. Braams (Bastiaan), H.-K. Chung (Hyun-Kyung) and C. Hill (Christian)

Judith ter Schure’s contribution to the Discussion of ‘Testing by betting: A strategy for statistical and scientific communication’ by Glenn Shafer Peer Review

J.A. ter Schure (Judith)

The effect of local Suicide Prevention Action Networks (SUPRANET) on stigma, taboo and attitudes towards professional help-seeking: an exposure–response analysis Article

M.C.A. van der Burgt (Margot), A.T.F. Beekman (Aartjan), A.W. Hoogendoorn, G.A. Berkelmans (Guus), G. Franx (Gerdien) and R. Gilissen (Renske)

Peter D. Grünwald’s contribution to the Discussion of ‘Testing by betting: A strategy for statistical and scientific communication’ by Glenn Shafer Peer Review

P.D. Grünwald (Peter)

Resampling with neural networks for stochastic parameterization in multiscale systems Article

D.T. Crommelin (Daan) and W.N. Edeling (Wouter)

Non-uniform geometric set cover and scheduling on multiple machines In Proceedings

N. Bansal (Nikhil) and J. Batra (Jatin)

Lightweight detection of a small number of large errors in a quantum circuit Article

N. Linden (Noah) and R.M. de Wolf (Ronald)

Characterizing limits and opportunities in speeding up Markov chain mixing Article

S. Apers (Simon), A. Sarlette (Alain) and F. Ticozzi (Francesco)

Improved approximations for min sum vertex cover and generalized min sum set cover In Proceedings

N. Bansal (Nikhil), J. Batra (Jatin), M. Farhadi (Majid) and P. Tetali (Prasad)

Online discrepancy minimization for stochastic arrivals In Proceedings

N. Bansal (Nikhil), H. Jiang (Haotian), R. Meka (Raghu), S. Singla (Sahil) and M. Sinha (Makrand)

Beating the probabilistic lower bound on perfect hashing In Proceedings

C. Xing (Chaoping) and C. Yuan (Chen)

A unifying characterization of tree-based networks and orchard networks using cherry covers Article

L.J.J. van Iersel (Leo), R. Janssen (Remie), M.E.L. Jones (Mark), Y. Murakami (Yukihiro) and N. Zeh (Norbert)

A flexible and optimal approach for appointment scheduling in healthcare Article

A. Kuiper (Alex), M.R.H. Mandjes (Michel), J. de Mast (Jeroen) and K.R. Brokkelkamp (Ruben)

Session coalgebras: A coalgebraic view on session types and communication protocols In Proceedings

A.C. Keizer (Alex), H. Basold (Henning) and J.A. Pérez Parra (Jorge)

AG Connect: Datagedreven werken stelt nieuwe eisen aan cloudopslag- 30 april 2021 Article

Biologie lost energieprobleem AI op- AG Connect- 30 april 2021 Article

Optimizing the decoy-state BB84 QKD protocol parameters Article

T. Attema (Thomas), J.W. Bosman (Joost) and N.M.P. Neumann (Niels)

Knowledge engineering with image data in real-world settings In Proceedings

M. Warren (Margaret), D.A. Shamma (Ayman) and P.J. Hayes (Patrick)

Exploring smartphone keyboard interactions for Experience Sampling Method driven probe generation In Proceedings

S. Ghosh (Surjya), S. Mandi (Salma), B. Mitra (Bivas) and P. De (Pradipta)

Joint and survivor annuity valuation with a bivariate reinforced urn process Article

L.A. Souto Arias (Luis) and P. Cirillo (Pasquale)

Large Deviations for Semi-exponential Distributions: Theory and Applications Dissertation

M. Bazhba (Mihail)

On primitives for compensation handling as adaptable processes Article

J. Dedeić (Jovana), J. Pantović (Jovanka) and J.A. Pérez Parra (Jorge)

A tutorial on Bayesian multi-model linear regression with BAS and JASP Article

D. van den Bergh (Don), M.A. Clyde (Merlise), A.R. Komarlu Narendra Gupta (Akash), T. de Jong (Tim), Q. F. Gronau (Quentin), M. Marsman (Maarten), A. Ly (Alexander) and E.-J. Wagenmakers (Eric-Jan)