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European journal of operational research : EJOR
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ECONIS (ZBW)
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1
An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents
Monaci, Marta
;
Agasucci, Valerio
;
Grani, Giorgio
- In:
European journal of operational research : EJOR
312
(
2024
)
3
,
pp. 910-926
Persistent link: https://www.econbiz.de/10014456446
Saved in:
2
Optimization with constraint learning : a framework and survey
Fajemisin, Adejuyigbe O.
;
Maragno, Donato
;
Hertog, Dirk den
- In:
European journal of operational research : EJOR
314
(
2024
)
1
,
pp. 1-14
Persistent link: https://www.econbiz.de/10014456821
Saved in:
3
Explainable AI for operational research : a defining framework, methods, applications, and a research agenda
De Bock, Koen W.
;
Coussement, Kristof
;
Caigny, Arno de
; …
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 249-272
Persistent link: https://www.econbiz.de/10014635783
Saved in:
4
Explainability in process outcome prediction : guidelines to obtain interpretable and faithful models
Stevens, Alexander
;
De Smedt, Johannes
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 317-329
Persistent link: https://www.econbiz.de/10014635794
Saved in:
5
The many Shapley values for explainable artificial intelligence : a sensitivity analysis perspective
Borgonovo, Emanuele
;
Plischke, Elmar
;
Rabitti, Giovanni
- In:
European journal of operational research : EJOR
318
(
2024
)
3
,
pp. 911-926
Persistent link: https://www.econbiz.de/10015048197
Saved in:
6
Collusion by mistake : does algorithmic sophistication drive supra-competitive profits?
Abada, Ibrahim
;
Lambin, Xavier
;
Tchakarov, Nikolay
- In:
European journal of operational research : EJOR
318
(
2024
)
3
,
pp. 927-953
Persistent link: https://www.econbiz.de/10015048200
Saved in:
7
Interpretable generalized additive neural networks
Kraus, Mathias
;
Tschernutter, Daniel
;
Weinzierl, Sven
; …
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 303-316
Persistent link: https://www.econbiz.de/10014635793
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8
Enhancing stability and robustness in online machine shop scheduling : a multi-agent system and negotiation-based approach for handling machine downtime in industry 4.0
Didden, Jeroen B. H. C.
;
Dang, Quang-Vinh
;
Adan, Ivo
- In:
European journal of operational research : EJOR
316
(
2024
)
2
,
pp. 569-583
Persistent link: https://www.econbiz.de/10014575531
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9
Dynamic order allocation in a duopoly hybrid workforce of competition : a machine learning approach
Wang, Xinyu
;
Zhang, Yuxing
;
Zhang, Shuhua
- In:
European journal of operational research : EJOR
315
(
2024
)
2
,
pp. 668-690
Persistent link: https://www.econbiz.de/10014565258
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10
Industry-sensitive language modeling for business
Borchert, Philipp
;
Coussement, Kristof
;
De Weerdt, Jochen
; …
- In:
European journal of operational research : EJOR
315
(
2024
)
2
,
pp. 691-702
Persistent link: https://www.econbiz.de/10014565263
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11
Multi-armed bandit-based hyper-heuristics for combinatorial optimization problems
Lagos, Felipe
;
Pereira, Jordi
- In:
European journal of operational research : EJOR
312
(
2024
)
1
,
pp. 70-91
Persistent link: https://www.econbiz.de/10014456204
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12
Machine learning in bank merger prediction : a text-based approach
Katsafados, Apostolos G.
;
Leledakis, George N.
; …
- In:
European journal of operational research : EJOR
312
(
2024
)
2
,
pp. 783-797
Persistent link: https://www.econbiz.de/10014456329
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13
Cluster-based lateral transshipments for the Zambian health supply chain
Vanvuchelen, Nathalie
;
De Boeck, Kim
;
Boute, Robert N.
- In:
European journal of operational research : EJOR
313
(
2024
)
1
,
pp. 373-386
Persistent link: https://www.econbiz.de/10014456571
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14
An expandable machine learning-optimization framework to sequential decision-making
Yilmaz, Dogacan
;
Büyüktahtakın, İ. Esra
- In:
European journal of operational research : EJOR
314
(
2024
)
1
,
pp. 280-296
Persistent link: https://www.econbiz.de/10014456857
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15
Cost-sensitive probabilistic predictions for support vector machines
Benítez-Peña, Sandra
;
Blanquero, Rafael
;
Carrizosa, Emilio
- In:
European journal of operational research : EJOR
314
(
2024
)
1
,
pp. 268-279
Persistent link: https://www.econbiz.de/10014456876
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16
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data
Mazzine Barbosa de Oliveira, Raphael
;
Sörensen, Kenneth
; …
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 286-302
Persistent link: https://www.econbiz.de/10014635789
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17
Explainability through uncertainty : trustworthy decision-making with neural networks
Thuy, Arthur
;
Benoit, Dries F.
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 330-340
Persistent link: https://www.econbiz.de/10014635795
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18
360 degrees rumor detection : when explanations got some explaining to do
Janssens, Bram
;
Schetgen, Lisa
;
Bogaert, Matthias
; …
- In:
European journal of operational research : EJOR
317
(
2024
)
2
,
pp. 366-381
Persistent link: https://www.econbiz.de/10014635804
Saved in:
19
Review-based recommendation under preference uncertainty : an asymmetric deep learning framework
Liu, Yezheng
;
Qian, Yang
;
Jiang, Yuanchun
;
Chai, Yidong
; …
- In:
European journal of operational research : EJOR
316
(
2024
)
3
,
pp. 1044-1057
Persistent link: https://www.econbiz.de/10014577746
Saved in:
20
Preference estimation under bounded rationality : identification of attribute non-attendance in stated-choice data using a support vector machines approach
Díaz, Verónica
;
Montoya, Ricardo
;
Maldonado, Sebastián
- In:
European journal of operational research : EJOR
304
(
2023
)
2
,
pp. 797-812
Persistent link: https://www.econbiz.de/10013534567
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21
Reinforcement learning for multi-item retrieval in the puzzle-based storage system
He, Jing
;
Liu, Xinglu
;
Duan, Qiyao
;
Chan, Wai Kin
;
Qi, …
- In:
European journal of operational research : EJOR
305
(
2023
)
2
,
pp. 820-837
Persistent link: https://www.econbiz.de/10013479323
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22
Data-driven dynamic treatment planning for chronic diseases
Naumzik, Christof
;
Feuerriegel, Stefan
;
Nielsen, Anne …
- In:
European journal of operational research : EJOR
305
(
2023
)
2
,
pp. 853-867
Persistent link: https://www.econbiz.de/10013479335
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23
The polynomial robust knapsack problem
Baldo, Alessandro
;
Boffa, Matteo
;
Cascioli, Lorenzo
; …
- In:
European journal of operational research : EJOR
305
(
2023
)
3
,
pp. 1424-1434
Persistent link: https://www.econbiz.de/10013499042
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24
Deep learning-driven scheduling algorithm for a single machine problem minimizing the total tardiness
Bouška, Michal
;
Šůcha, Přemysl
;
Novak, Antonin
; …
- In:
European journal of operational research : EJOR
308
(
2023
)
3
,
pp. 990-1006
Persistent link: https://www.econbiz.de/10014311872
Saved in:
25
Estimating transfer fees of professional footballers using advanced performance metrics and machine learning
McHale, Ian
;
Holmes, Benjamin
- In:
European journal of operational research : EJOR
306
(
2023
)
1
,
pp. 389-399
Persistent link: https://www.econbiz.de/10014278014
Saved in:
26
Integrating driver behavior into last-mile delivery routing : combining machine learning and optimization in a hybrid decision support framework
Dieter, Peter
;
Caron, Matthew
;
Schryen, Guido
- In:
European journal of operational research : EJOR
311
(
2023
)
1
,
pp. 283-300
Persistent link: https://www.econbiz.de/10014336452
Saved in:
27
Learning equilibrium in bilateral bargaining games
Bichler, Martin
;
Kohring, Nils
;
Oberlechner, Matthias
; …
- In:
European journal of operational research : EJOR
311
(
2023
)
2
,
pp. 660-678
Persistent link: https://www.econbiz.de/10014336740
Saved in:
28
Adaptive solution prediction for combinatorial optimization
Shen, Yunzhuang
;
Sun, Yuan
;
Li, Xiaodong
;
Eberhard, Andrew
- In:
European journal of operational research : EJOR
309
(
2023
)
3
,
pp. 1392-1408
Persistent link: https://www.econbiz.de/10014435020
Saved in:
29
Credit default prediction from user-generated text in peer-to-peer lending using deep learning
Kriebel, Johannes Maximilian
;
Stitz, Lennart
- In:
European journal of operational research : EJOR
302
(
2022
)
1
,
pp. 309-323
Persistent link: https://www.econbiz.de/10013269726
Saved in:
30
Deep reinforcement learning for inventory control : a roadmap
Boute, Robert N.
;
Gijsbrechts, Joren
;
Jaarsveld, Willem van
- In:
European journal of operational research : EJOR
298
(
2022
)
2
,
pp. 401-412
Persistent link: https://www.econbiz.de/10013206863
Saved in:
31
Assessment of the influence of features on a classification problem : an application to COVID-19 patients
Davila-Pena, Laura
;
García-Jurado, Ignacio
; …
- In:
European journal of operational research : EJOR
299
(
2022
)
2
,
pp. 631-641
Persistent link: https://www.econbiz.de/10013207152
Saved in:
32
A maximum-margin multisphere approach for binary Multiple Instance Learning
Astorino, Annabella
;
Avolio, Matteo
;
Fuduli, Antonio
- In:
European journal of operational research : EJOR
299
(
2022
)
2
,
pp. 642-652
Persistent link: https://www.econbiz.de/10013207153
Saved in:
33
Voting : a machine learning approach
Burka, Dávid
;
Puppe, Clemens
;
Szepesváry, László
; …
- In:
European journal of operational research : EJOR
299
(
2022
)
3
,
pp. 1003-1017
Persistent link: https://www.econbiz.de/10013207217
Saved in:
34
A mixed integer linear programming support vector machine for cost-effective group feature selection : branch-cut-and-price approach
Lee, In Gyu
;
Yoon, Sang Won
;
Won, Daehan
- In:
European journal of operational research : EJOR
299
(
2022
)
3
,
pp. 1055-1068
Persistent link: https://www.econbiz.de/10013207225
Saved in:
35
Synchronizing victim evacuation and debris removal : a data-driven robust prediction approach
Nabavi, S. M.
;
Vahdani, Behnam
;
Afshar-Nadjafi, Behrouz
; …
- In:
European journal of operational research : EJOR
300
(
2022
)
2
,
pp. 689-712
Persistent link: https://www.econbiz.de/10013207299
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36
Fairness in credit scoring : assessment, implementation and profit implications
Kozodoi, Nikita
;
Jacob, Johannes
;
Lessmann, Stefan
- In:
European journal of operational research : EJOR
297
(
2022
)
3
,
pp. 1083-1094
Persistent link: https://www.econbiz.de/10013262223
Saved in:
37
Intertemporal defaulted bond recoveries prediction via machine learning
Nazemi, Abdolreza
;
Baumann, Friedrich
;
Fabozzi, Frank J.
- In:
European journal of operational research : EJOR
297
(
2022
)
3
,
pp. 1162-1177
Persistent link: https://www.econbiz.de/10013263044
Saved in:
38
Machine learning for credit scoring: Improving logistic regression with non-linear decision-tree effects
Dumitrescu, Elena
;
Hué, Sullivan
;
Hurlin, Christophe
; …
- In:
European journal of operational research : EJOR
297
(
2022
)
3
,
pp. 1178-1192
Persistent link: https://www.econbiz.de/10013263050
Saved in:
39
Machine learning at the service of meta-heuristics for solving combinatorial optimization problems : a state-of-the-art
Karimi-Mamaghan, Maryam
;
Mohammadi, Mehrdad
;
Meyer, Patrick
- In:
European journal of operational research : EJOR
296
(
2022
)
2
,
pp. 393-422
Persistent link: https://www.econbiz.de/10012663341
Saved in:
40
Predictive analytics for customer repurchase : interdisciplinary integration of buy till you die modeling and machine learning
Chou, Ping
;
Chuang, Howard Hao-Chun
;
Chou, Yen-Chun
; …
- In:
European journal of operational research : EJOR
296
(
2022
)
2
,
pp. 635-651
Persistent link: https://www.econbiz.de/10012663380
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41
An algorithm selection approach for the flexible job shop scheduling problem : choosing constraint programming solvers through machine learning
Müller, David
;
Müller, Marcus G.
;
Kress, Dominik
; …
- In:
European journal of operational research : EJOR
302
(
2022
)
3
,
pp. 874-891
Persistent link: https://www.econbiz.de/10013363794
Saved in:
42
On sparse ensemble methods : an application to short-term predictions of the evolution of COVID-19
Benítez-Peña, Sandra
;
Carrizosa, Emilio
;
Guerrero, Vanesa
- In:
European journal of operational research : EJOR
295
(
2021
)
2
,
pp. 648-663
Persistent link: https://www.econbiz.de/10013205980
Saved in:
43
How training on multiple time slices improves performance in churn prediction
Gattermann-Itschert, Theresa
;
Thonemann, Ulrich
- In:
European journal of operational research : EJOR
295
(
2021
)
2
,
pp. 664-674
Persistent link: https://www.econbiz.de/10013205985
Saved in:
44
Revealing pairs-trading opportunities with long short-term memory networks
Flori, Andrea
;
Regoli, Daniele
- In:
European journal of operational research : EJOR
295
(
2021
)
2
,
pp. 772-791
Persistent link: https://www.econbiz.de/10013206024
Saved in:
45
Machine learning for combinatorial optimization : a methodological tour d'horizon
Bengio, Yoshua
;
Lodi, Andrea
;
Prouvost, Antoine
- In:
European journal of operational research : EJOR
290
(
2021
)
2
,
pp. 405-421
Persistent link: https://www.econbiz.de/10012495192
Saved in:
46
Optimization problems for machine learning : a survey
Gambella, Claudio
;
Ghaddar, Bissan
;
Naoum-Sawaya, Joe
- In:
European journal of operational research : EJOR
290
(
2021
)
3
,
pp. 807-828
Persistent link: https://www.econbiz.de/10012495225
Saved in:
47
Multi-agent reinforcement learning algorithm to solve a partially-observable multi-agent problem in disaster response
Lee, Hyun-Rok
;
Lee, Taesik
- In:
European journal of operational research : EJOR
291
(
2021
)
1
,
pp. 296-308
Persistent link: https://www.econbiz.de/10012495307
Saved in:
48
The responsibility of social media in times of societal and political manipulation
Reisach, Ulrike
- In:
European journal of operational research : EJOR
291
(
2021
)
3
,
pp. 906-917
Persistent link: https://www.econbiz.de/10012495377
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49
Retail sales forecasting with meta-learning
Ma, Shaohui
;
Fildes, Robert
- In:
European journal of operational research : EJOR
288
(
2021
)
1
,
pp. 111-128
Persistent link: https://www.econbiz.de/10012496537
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50
A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification
Jiménez-Cordero, Asunción
;
Morales, Juan M.
;
Pineda, …
- In:
European journal of operational research : EJOR
293
(
2021
)
1
,
pp. 24-35
Persistent link: https://www.econbiz.de/10012502445
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