Centrum Wiskunde & Informatica: Centrum Wiskunde & Informatica

Molding the symbiosis between human and machine : contributions to anomaly detection, model evaluation, and active learning Dissertation

Stochastics

J.G. Klein (Jan)

September 2022
Secure multi-party computation and its applications In Proceedings

P.J.M. Veugen (Thijs)

June 2022
Multimodal-based and aesthetic-guided narrative video summarization Article

IEEE Transactions on Multimedia

J. Xie (Jiehang), X. Chen (Xuanbai), T. Zhang (Tianyi), Y. Zhang (Yixuan), S.-P. Lu (Shao-Ping), P.S. César Garcia (Pablo Santiago) and Y. Yang (Yulu)

June 2022
A protocol for developing a complex needs indicator for veterans (CNIV) in the UK Article

Public Health in Practice, 100281.1-100281.5.

A. Fadeeva (Anastasia), A.J. Tiwari (Ajay), E. Mann (Emily) and M.D. Kiernan (Matthew)

December 2022
Joint retrospective motion correction and reconstruction for brain MRI with a reference contrast Article

IEEE Transactions on Computational Imaging, 490-504.

G. Rizzuti (Gabrio), A. Sbrizzi (Alessandro) and T. van Leeuwen (Tristan)

June 2022
A comparison of approaches for the time series forecasting of motorway traffic flow rate at hourly and daily aggregation levels In Proceedings

B. van der Bijl (Bas), B. Gijsbertsen (Bart), S. van Loon (Stan), Y. Reurich (Yorran), T. de Valk (Tom), T. Koch (Thomas) and E.R. Dugundji (Elenna)

March 2022
Yearly development of car ownership in urban and rural environments In Proceedings

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

March 2022
Year-ahead ambient temperature forecasting in pharmaceutical transport lanes thermal conditions In Proceedings

A.P.B. van den Berg (Annabel), L.R. Bootsma (Lotte), T.F.A. Bovenber (Thomas), A.R. Moerbeek (Rosa), E. de Jong (Eelco), S. Khalil (Sergey), T. Koch (Thomas) and E.R. Dugundji (Elenna)

March 2022
On the Lattice Isomorphism Problem, quadratic forms, remarkable lattices, and cryptography In Proceedings

L. Ducas (Léo) and W.P.J. van Woerden (Wessel)

May 2022
Social Virtual Reality Avatar Biosignal Animations as Availability Status Indicators In Proceedings

A. El Ali (Abdallah), S. Lee (Sueyoon) and P.S. César Garcia (Pablo Santiago)

May 2022
Information extraction from free text for aiding transdiagnostic psychiatry: constructing NLP pipelines tailored to clinicians’ needs Article

BMC Psychiatry, 407.1-407.11.

R.J. Turner (Rosanne), F. Coenen (Femke), F. Roelofs (Femke), K. Hagoort (Karin), A. Härmä (Aki), P.D. Grünwald (Peter), F.P. Velders (Fleur) and F.E. Scheepers (Floortje)

June 2022
Banking on domain knowledge for faster transactions : leveraging models to avoid coordination Dissertation

Software Analysis and Transformation

T.M. Soethout (Tim)

June 2022
Data variation-aware medical image segmentation In Proceedings

A. Dushatskiy (Arkadiy), G. Lowe (Gerry), P.A.N. Bosman (Peter) and T. Alderliesten (Tanja)

April 2022
Mixed-block neural architecture search for medical image segmentation In Proceedings

M.M.A. Bosma (Martijn), A. Dushatskiy (Arkadiy), M. Grewal (Monika), T. Alderliesten (Tanja) and P.A.N. Bosman (Peter)

April 2022
Multi-objective dual simplex-mesh based deformable image registration for 3D medical images – proof of concept In Proceedings

Andreadis, G. (Georgios), P.A.N. Bosman (Peter) and T. Alderliesten (Tanja)

April 2022
Attentive Decision-making and Dynamic Resetting of Continual Running SRNNs for End-to-End Streaming Keyword Spotting In Proceedings

B. Yin (Bojian), Q. Guo (Qinghai), H. Corporaal (Henk), F. Corradi (Federico) and S.M. Bohte (Sander)

July 2022
HCI Perspectives on Emerging Emotion Self-report Acquisition Techniques In Proceedings

A. El Ali (Abdallah) and P.S. César Garcia (Pablo Santiago)

April 2022
Ethical Self-Disclosing Voice User Interfaces for Delivery of News In Proceedings

S. Rao (Shruti), V.D.C. Resendez (Valeria), A. El Ali (Abdallah) and P.S. César Garcia (Pablo Santiago)

April 2022
Symmetry reduction to optimize a graph-based polynomial from queueing theory Article

SIAM Journal on Applied Algebra and Geometry, 6(2), 243-266.

S.C. Polak (Sven)

May 2022
Safe Sequential Conditional Independence Tests for Discrete Variables In Proceedings

R.J. Turner (Rosanne), P.D. Grünwald (Peter) and A. Härmä (Aki)

June 2022
Digital proxemics: Designing social and collaborative interaction in virtual environments In Proceedings

J. Williamson (Julie), J. O'Hagan (Joseph), J.A. Guerra-Gomez (John Alexis), J.H. Williamson (John), P.S. César Garcia (Pablo Santiago) and D.A. Shamma (Ayman)

April 2022
On the impact of VR assessment on the quality of experience of highly realistic digital humans Article

Quality and User Experience

I. Viola (Irene), S. Subramanyam (Shishir), J. Li (Jie) and P.S. César Garcia (Pablo Santiago)

May 2022
Reduced waiting times by preference-based allocation of patients to nursing homes Article

Journal of the American Medical Directors Association

R. Arntzen (Rebekka), R. Bekker (Rene), O.S. Smeekes (Oscar), B.M. Buurman (Bianca), H.C. Willems (Hanna), S. Bhulai (Sandjai) and R.D. van der Mei (Rob)

May 2022
Denker en doener : in memoriam Piet Hemker (1941-2019) Article

Nieuw Archief voor Wiskunde, serie 5, 23(2), 113-118.

B. Koren (Barry)

June 2022
Cost sharing over combinatorial domains Article

ACM Transactions on Economics and Computation, 10(1), 4.1-4.26.

G. Birmpas (Georgios), V. Markakis (Vangelis) and G. Schäfer (Guido)

March 2022
Anytime-valid testing and confidence intervals in contingency tables and beyond Presentation

R.J. Turner (Rosanne) and P.D. Grünwald (Peter)

May 2022
A review of applications of the Bayes factor in psychological research Article

Psychological Methods

D.W. Heck (Daniel), U. Boehm (Udo), F. Böing-Messing (Florian), P.-C. Bürkner (Paul-Christian), K. Derks (Koen), Z. Dienes (Zoltan), Q. Fu (Qianrao), X. Gu (Xin), D. Karimova (Diana), H.A.L. Kiers (Henk), et al. H. Hoijtink (Herbert)

January 2022
Understanding and designing avatar biosignal visualizations for social Virtual Reality entertainment In Proceedings

S. Lee (Sueyoon), A. El Ali (Abdallah), M.W.A. Wijntjes (Maarten) and P.S. César Garcia (Pablo Santiago)

April 2022
Sensitivity kernels for receiver function misfits in a full waveform inversion workflow Article

Geophysical Journal International, 230(2), 1065-1079.

J.H.E. de Jong, H. Paulssen, T. van Leeuwen (Tristan) and J. Trampert

September 2022
Shadowing-based data assimilation method for partially observed models Article

SIAM Journal on Applied Dynamical Systems, 21(2), 879-902.

B.M. de Leeuw (Bart) and S. Dubinkina (Svetlana)

April 2022
Solving correlation clustering with QAOA and a Rydberg qudit system: a full-stack approach Article

Quantum, 687.1-687.42.

J.R. Weggemans (Jordi), A. Urech (Alexander), A. Rausch (Alexander), R. Spreeuw (Robert), R.J. Boucherie (Richard), F. Schreck (Florian), C.J.M. Schoutens (Kareljan), J. Minář (Jiří) and F. Speelman (Florian)

April 2022
All-pairs suffix/prefix in optimal time using Aho-Corasick space Article

Information Processing Letters

G. Loukides (Grigorios) and S. Pissis (Solon)

April 2022
Environmentally induced DNA methylation is inherited across generations in an aquatic keystone species Article

iScience, 25(5), 104303.1-104303.17.

N. Feiner (Nathalie), R. Radersma (Reinder), L. Vasquez (Louella), M. Ringnér (Markus), B. Nystedt (Björn), A. Raine (Amanda), E.W. Tobi (Elmar), B.T. Heijmans (Bastiaan) and T. Uller (Tobias)

May 2022
Chimney fire prediction based on environmental variables In Proceedings

C. Lu (Changqing), M.N.M. van Lieshout (Marie-Colette), M. de Graaf (Maurits) and P. Visscher (Paul)

May 2022
Anomaly detection in urban drainage with stereovision Article

Automation in Construction, 104285.1-104285.13.

D.W.J. Meijer (Dirk), R. Luimes (Rianne), A.J. Knobbe (Arno) and T. Bäck (Thomas)

July 2022
A framework for efficient dynamic routing under stochastically varying conditions Article

Transportation Research Part B: Methodological, 97-124.

N. Levering (Nikki), M.A.A. Boon (Marko), M.R.H. Mandjes (Michel) and R. Núñez Queija (Rudesindo)

June 2022
Exploring emotion responses toward pedestrian crossing actions for designing in-vehicle empathic interfaces In Proceedings

S. Ghosh (Surjya), G. Pons (Gerard), S. Rao (Shruti), A. El Ali (Abdallah) and P.S. César Garcia (Pablo Santiago)

April 2022
Persistence of heavy-tailed sample averages: principle of infinitely many big jumps Article

Electronic Journal of Probability, 1-25.

A. Bhattacharya (Ayan), Z. Palmowski (Zbigniew) and A.P. Zwart (Bert)

April 2022
Towards socialVR: evaluating a novel technology for watching videos together Article

Virtual Reality

M.A. Montagud Climent (Mario), J. Li (Jie), G. Cernigliaro (Gianluca), A. El Ali (Abdallah), S. Fernández (Sergio) and P.S. César Garcia (Pablo Santiago)

May 2022
Internal shortest absent word queries in constant time and linear space Article

Theoretical Computer Science

G. Badkobeh (Golnaz), P. Charalampopoulos (Panagiotis), D. Kosolobov (Dmitry) and S. Pissis (Solon)

April 2022
Geometric aspects of linear programming : shadow paths, central paths, and a cutting plane method Dissertation

Networks and Optimization

S. Huiberts (Sophie)

May 2022
Bounding the separable rank via polynomial optimization Article

Linear Algebra and its Applications, 1-55.

S.J. Gribling (Sander), M. Laurent (Monique) and J.A.J. Steenkamp (Andries)

September 2022
Finite convergence of sum-of-squares hierarchies for the stability number of a graph Article

SIAM Journal on Optimization, 32(2), 491-518.

M. Laurent (Monique) and L.F. Vargas (Luis)

April 2022
Plusmine: Dynamic Active Learning with Semi-Supervised Learning for automatic classification In Proceedings

J.G. Klein (Jan), S. Bhulai (Sandjai), M. Hoogendoorn (Mark) and R.D. van der Mei (Rob)

April 2022
A predicate transformer for choreographies: Computing preconditions in choreographic programming In Proceedings

S.-S.T.Q. Jongmans (Sung) and P. van den Bos (Petra)

March 2022
Peer-to-peer, community self-consumption, and transactive energy: A systematic literature review of local energy market models Article

Renewable and Sustainable Energy Reviews, 112403.1-112403.24.

T. Capper (Timothy), A. Gorbatcheva (Anna), M.A. Mustafa (Mustafa), M. Bahloul (Mohamed), J.M. Schwidtal (Jan Marc), R. Chitchyan (Ruzanna), M. Andoni (Merlinda), V. Robu (Valentin), M. Montakhabi (Mehdi), I.J. Scott (Ian), et al. L. Kiesling (Lynne)

July 2022
Few-shot learning for fine-grained emotion recognition using physiological signals Article

IEEE Transactions on Multimedia

T. Zhang (Tianyi), A. El Ali (Abdallah), A. Hanjalic (Alan) and P.S. César Garcia (Pablo Santiago)

April 2022
Arousal state affects perceptual decision-making by modulating hierarchical sensory processing in a large-scale visual system model Article

PLoS Computational Biology, 18(4), e1009976.1-e1009976.25.

L.K.A. Sörensen (Lynn), S.M. Bohte (Sander), H.A. Slagter (Heleen) and H.S. Scholte (Steven)

April 2022
usethesource/rascal-eclipse: 0.23.0 Software

J.J. Vinju (Jurgen), D. Landman (Davy), A.W. Lankamp (Arnold), P. Klint (Paul), M.J. Steindorfer (Michael), E. Balland (Emilie), J.D. Kroon (Joppe), T. van der Storm (Tijs), J. Stoel (Jouke), M.A. Hills (Mark), et al. W. Venema (Wietse)

April 2022
usethesource/rascal-language-servers: Software

J.J. Vinju (Jurgen), D. Landman (Davy) and R.T.A. Aarssen (Rodin)

April 2022
wedeling/deep_active_subspace_data: Review of DAS article Software|Data

W.N. Edeling (Wouter)

April 2022
Efficient Bayesian calibration of aerodynamic wind turbine models using surrogate modeling Article

Wind Energy Science, 7(2), 759-781.

B. Sanderse (Benjamin), V.V. Dighe (Vinit), K. Boorsma (Koen) and J.G. Schepers (Gerard)

March 2022
Quantum boomerang attacks and some applications In Proceedings

P. Frixons (Paul), M. Naya-Plasencia (María) and A.C. Schrottenloher (André)

March 2022
Fast phylogeny of SARS-CoV-2 by compression Article

Entropy, 24(4), 439.1-439.14.

R.L. Cilibrasi (Rudi) and P.M.B. Vitányi (Paul)

April 2022
Autonomous Bidding Coordinated Acceptance in one-to-many negotiations In Proceedings

T. Koca (Thimjo), T. Baarslag (Tim) and C.M. Jonker (Catholijn)

March 2022
Improved quantum algorithms for the k-XOR problem In Proceedings

A.C. Schrottenloher (André)

March 2022
Liever gemiddeld goed dan eenmalig uitzonderlijk Article

Nederlands Tijdschrift voor Geneeskunde

J.A. ter Schure (Judith)

April 2022
Large-scale semi-automated migration of legacy C/C++ test code Article

Software: Practice and Experience, 1-38.

M.T.W. Schuts (Mathijs), R.T.A. Aarssen (Rodin), P.M. Tielemans (Paul) and J.J. Vinju (Jurgen)

March 2022
Why statisticians prefer scoring good on average over exceptional only once Blogpost

J.A. ter Schure (Judith)

March 2022
New FPT algorithms for finding the temporal hybridization number for sets of phylogenetic trees Article

Algorithmica

S.J. Borst (Sander), L.J.J. van Iersel (Leo), M.E.L. Jones (Mark) and S.M. Kelk (Steven)

March 2022
A data-driven approach to deriving closed-form approximations for queueing problems using genetic algorithms Article

Queueing Systems

R.D. van der Mei (Rob) and S. Bhulai (Sandjai)

March 2022
One-way communication complexity and non-adaptive decision trees In Proceedings

N.S. Mande (Nikhil), S. Sanyal (Swagato) and S. Sherif (Suhail)

March 2022
3D particle simulations of positive air-methane streamers for combustion Article

Plasma Sources Science and Technology, 31(4), 045023.1-045023.24.

D.D. Bouwman (Dennis), H.J. Teunissen (Jannis) and U. Ebert (Ute)

April 2022
Matchgate benchmarking: Scalable benchmarking of a continuous family of many-qubit gates Article

Quantum

J. Helsen (Jonas), S. Nezami (Sepehr), M. Reagor (Matthew) and M. Walter (Michael)

February 2022
A duality based 2-approximation algorithm for maximum agreement forest Article

Mathematical Programming

N.K. Olver (Neil), F. Schalekamp (Frans), S.L. van der Ster (Suzanne), L. Stougie (Leen) and A. van Zuylen (Anke)

March 2022
A first-order statistical exploration of the mathematical limits of Micromagnetic Tomography Article

Geochemistry, Geophysics, Geosystems, 23(4), e2021GC010184.1-e2021GC010184.18.

F. Out (Frenk), D. Cortés-Ortuño (David), K. Fabian (Karl), T. van Leeuwen (Tristan) and L.V. de Groot (Lennart)

March 2022
Adaptive sparse-grid tutorial Lecture

W.N. Edeling (Wouter)

March 2022
ALL-IN meta-analysis Dissertation

Machine Learning

J.A. ter Schure (Judith)

April 2022
The enriched median routing problem and its usefulness in practice Article

Computers and Industrial Engineering, 108063.1-108063.14.

D. Huizing (Dylan), R.D. van der Mei (Rob), G. Schäfer (Guido) and S. Bhulai (Sandjai)

June 2022
Trajectory with Overlapping Projections x-ray Computed Tomography (TOP-CT) dataset of 23 mandarins moving over a circular trajectory Dataset

D.E. Schut (Dirk)

March 2022
Detecting changes in help seeker conversations on a suicide prevention helpline during the COVID− 19 pandemic: in-depth analysis using encoder representations from transformers Article

BMC Public Health, 530.1-530.10.

S. Salmi (Salim), S. Mérelle (Saskia), R. Gilissen (Renske), R.D. van der Mei (Rob) and S. Bhulai (Sandjai)

March 2022
Hide and mine in strings: Hardness, algorithms, and experiments Article

IEEE Transactions on Knowledge and Data Engineering

G. Bernardini (Giulia), Conte (Alessio), Gourdel (Garance), R. Grossi (Roberto), G. Loukides (Grigorios), N. Pisanti (Nadia), S. Pissis (Solon), Punzi (Giulia), L. Stougie (Leen) and M.J.M. Sweering (Michelle)

March 2022
Conjectures on symmetric queues in heavy traffic Article

Queueing Systems

A.P. Zwart (Bert)

March 2022
Anytime-valid confidence intervals for contingency tables and beyond Tech Report

R.J. Turner (Rosanne) and P.D. Grünwald (Peter)

March 2022
Seasonal variation in the response to a toxin-producing cyanobacteria in Daphnia Article

Freshwater Biology

A. Hegg (Alexander), R. Radersma (Reinder) and T. Uller (Tobias)

March 2022
Weakly-supervised learning for fine-grained emotion recognition using physiological signals Article

IEEE Transactions on Affective Computing

T. Zhang (Tianyi), A. El Ali (Abdallah), C. Wang (Chen), A. Hanjalic (Alan) and P.S. César Garcia (Pablo Santiago)

March 2022
Leveraging spiking deep neural networks to understand the neural mechanisms underlying selective attention Article

Journal of Cognitive Neuroscience, 34(4), 655-674.

L.K.A. Sörensen (Lynn), D. Zambrano (Davide), H.A. Slagter (Heleen), S.M. Bohte (Sander) and H.S. Scholte (Steven)

April 2022
A Bayesian perspective on Biogen's aducanumab trial Article

Alzheimer's and Dementia, 1-11.

A.G.M. Temp (Anna), A. Ly (Alexander), J. van Doorn (Johnny), E.-J. Wagenmakers (Eric-Jan), Y. Tang (Yi), M.W. Lutz (Michael) and S. Teipel (Stefan)

March 2022
Exploring neuroscience literature and understanding relations between brain-related topics - Using Augmented Reality In Proceedings

G. Tanhaei (Ghazaleh)

March 2022
Steps towards openness and fairness in scientific publishing Article

Nieuw Archief voor Wiskunde, 5(23), 53-55.

J. Briët (Jop), D. Holmes (David) and R.J. Kang (Ross)

March 2022
On capital allocation for a risk measure derived from ruin theory Article

Insurance: Mathematics and Economics, 76-98.

G.A. Delsing, M.R.H. Mandjes (Michel), P.J.C. Spreij (Peter) and E.M.M. Winands

May 2022
The Seven-League scheme: Deep learning for large time step Monte Carlo simulations of stochastic differential equations Article

Risks, 10(3), 47.1-47.27.

S. Liu (Shuaiqiang), L.A. Grzelak (Lech Aleksander) and C.W. Oosterlee (Kees)

March 2022
Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy Article

BMC Medical Informatics and Decision Making, 22(1), 49.1-49.18.

B. Kamphorst (Bart), T. Rooijakkers (Thomas), P.J.M. Veugen (Thijs), M. Cellamare (Matteo) and D. Knoors (Daan)

February 2022
A distribution function from population genetics statistics using Stirling numbers of the first kind: Asymptotics, inversion and numerical evaluation Article

Mathematics of Computation, 91(334), 871-885.

S.L. Chen (Swaine) and N.M. Temme (Nico)

January 2022
Imaginary Quadratic Class Groups and a Survey of Time-Lock Cryptographic Applications Tech Report

A.N. van Baarsen (Aron)

March 2022
A review: Challenges and opportunities for artificial intelligence and robotics in the offshore wind sector Article

Energy and AI, 100146.1-100146.36.

D. Mitchell (Daniel), J. Blanche (Jamie), S. Harper (Samuel), T. Lim (Theodore), R. Gupta (Ranjeetkumar), O. Zaki (Osama), W. Tang (Wenshuo), V. Robu (Valentin), S. Watson (Simon) and D. Flynn (David)

May 2022
Optimal call center forecasting and staffing Article

Probability in the Engineering and Informational Sciences

S. Ding (Sihan) and G.M. Koole (Ger)

February 2022
J. Goseling and M.N.M. van Lieshout’s contribution to the Discussion of ‘Gaussian Differential Privacy’ by Dong et al. Peer Review

J. Goseling (Jasper) and M.N.M. van Lieshout (Marie-Colette)

February 2022
Flexible plenoptic X-ray microscopy Article

Photonics, 9(2), 98.1-98.13.

E. Longo (Elena), D. Alj (Domenico), K.J. Batenburg (Joost), O. de la Rochefoucauld (Ombeline), C. Herzog (Charlotte), I. Greving (Imke), Y. Li (Ying), M. Lyubomirskiy (Mikhail), K.V. Falch (Ken Vidar), P. Estrela (Patricia), et al. P. Zeitoun (Philippe)

February 2022
Computational investigations of streamers : from input cross sections to evolution of plasma species Dissertation

Multiscale Dynamics

A. Martinez (Andy)

February 2022
A generalized non-linear flow law based on Modified Zerilli–Armstrong model and its implementation into Abaqus/Explicit FEM code Tech Report

P. Tize Mha (Pierre), A. Tongne (Amèvi) and O. Pantalé (Olivier)

February 2022
Efficient computation of sequence mappability Article

Algorithmica

P. Charalampopoulos (Panagiotis), C.S. Iliopoulos (Costas), T. Kociumaka (Tomasz), S. Pissis (Solon), J. Radoszewski (Jakub) and J. Straszyński (Juliusz)

February 2022
Limits of quantum speed-ups for computational geometry and other problems: Fine-grained complexity via quantum walks In Proceedings

H.M. Buhrman (Harry), B. S. Loff Barreto (Bruno Serra), S. Patro (Subhasree) and F. Speelman (Florian)

January 2022
Clustering sequence graphs Article

Data & Knowledge Engineering, 101981.1-101981.21.

H. Zhong (Haodi), G. Loukides (Grigorios) and S. Pissis (Solon)

March 2022
Deep learning for tomographic reconstruction with limited data Dissertation

Computational Imaging

A.A. Hendriksen (Allard)

March 2022
A machine learning approach to itinerary-level booking prediction in competitive airline markets Article

International Journal of Revenue Management, 12(3-4), 153-191.

D. Hopman (Daniel), G.M. Koole (Ger) and R.D. van der Mei (Rob)

January 2022
Testing biodiversity using inhomogeneous summary statistics and global envelope tests Article

Spatial Statistics

M. de Jongh (Maike) and M.N.M. van Lieshout (Marie-Colette)

January 2022
Short-term forecasting of off-street parking occupancy Article

Transportation Research Record: Journal of the Transportation Research Board, 2676(1), 637-654.

E.S. Fokker (Elisabeth), T. Koch (Thomas), M. van Leeuwen (Marco) and E.R. Dugundji (Elenna)

January 2022
A reduced reference metric for visual quality evaluation of point cloud contents Software|Data

I. Viola (Irene) and P.S. César Garcia (Pablo Santiago)

February 2022
A color-based objective quality metric for point cloud contents Software|Data

I. Viola (Irene), S. Subramanyam (Shishir) and P.S. César Garcia (Pablo Santiago)

February 2022

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