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~isPartOf:"INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences"
~subject:"machine learning"
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machine learning
Theorie
42
Theory
42
Mathematical programming
30
Mathematische Optimierung
30
Algorithm
29
Algorithmus
29
Learning process
15
Lernprozess
15
Artificial intelligence
11
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11
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7
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deep learning
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supervised learning
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mixed-integer optimization
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Adomavicius, Gediminas
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1
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INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences
International journal of production research
65
Risks : open access journal
55
Management science : journal of the Institute for Operations Research and the Management Sciences
44
Journal of Risk and Financial Management
41
Journal of risk and financial management : JRFM
41
Discussion paper series / IZA
40
IZA Discussion Papers
37
Risks
33
CESifo Working Paper
31
CESifo working papers
31
Journal of forecasting
28
Discussion paper
20
Working papers
20
Journal of information & knowledge management : JIKM
18
INFORMS journal on applied analytics
16
Journal of the Operational Research Society
15
Information systems research : ISR
14
Manufacturing & service operations management : M & SOM
14
Journal of business analytics
12
Logistics
12
Applied economics
11
Journal of digital banking
11
Les cahiers du GERAD
11
Marketing science
11
Marketing science : the marketing journal of the Institute for Operations Research and the Management Sciences
11
Production and operations management : the flagship research journal of the Production and Operations Management Society
11
Journal of management analytics
10
Journal of marketing
10
Journal of risk management in financial institutions
10
Transportation science
10
IMF working papers
9
International Journal of Financial Studies : open access journal
9
Journal of supply chain management, logistics and procurement
9
MIS quarterly
9
Questioni di economia e finanza
9
Working papers / Bank for International Settlements
9
Discussion papers / CEPR
8
IEEE transactions on engineering management : EM
8
Interfaces : the INFORMS journal on the practice of operations research
8
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ECONIS (ZBW)
13
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1
Learning
for spatial branching : an algorithm selection approach
Ghaddar, Bissan
;
Gómez-Casares, Ignacio
; …
- In:
INFORMS journal on computing : JOC ; charting new …
35
(
2023
)
5
,
pp. 1024-1043
Persistent link: https://www.econbiz.de/10014422913
Saved in:
2
Fast continuous and integer L-shaped heuristics through supervised
learning
Larsen, Eric
;
Frejinger, Emma
;
Gendron, Bernard
;
Lodi, …
- In:
INFORMS journal on computing : JOC ; charting new …
36
(
2024
)
1
,
pp. 203-223
Persistent link: https://www.econbiz.de/10014474917
Saved in:
3
Machine
learning
: supported prediction of dual variables for the cutting stock problem with an application in stabilized column generation
Kraul, Sebastian
;
Seizinger, Markus
;
Brunner, Jens O.
- In:
INFORMS journal on computing : JOC ; charting new …
35
(
2023
)
3
,
pp. 692-709
Persistent link: https://www.econbiz.de/10014328032
Saved in:
4
Heuristic search for rank aggregation with application to label ranking
Zhou, Yangming
;
Hao, Jin-Kao
;
Li, Zhen
- In:
INFORMS journal on computing : JOC ; charting new …
36
(
2024
)
2
,
pp. 308-326
Persistent link: https://www.econbiz.de/10014532243
Saved in:
5
Machine
learning
methods for data-driven demand estimation and assortment planning considering cross-selling and substitutions
Chen, Zhen-Yu
;
Fan, Zhi-Ping
;
Sun, Minghe
- In:
INFORMS journal on computing : JOC ; charting new …
35
(
2023
)
1
,
pp. 158-177
Persistent link: https://www.econbiz.de/10014327391
Saved in:
6
Black-box attack-based security evaluation framework for credit card fraud detection models
Xiao, Jin
;
Tian, Yuhang
;
Jia, Yanlin
;
Jiang, Xiaoyi
; …
- In:
INFORMS journal on computing : JOC ; charting new …
35
(
2023
)
5
,
pp. 986-1001
Persistent link: https://www.econbiz.de/10014422696
Saved in:
7
Improving reliability estimation for individual numeric predictions : a machine
learning
approach
Adomavicius, Gediminas
;
Wang, Yaqiong
- In:
INFORMS journal on computing : JOC ; charting new …
34
(
2022
)
1
,
pp. 503-521
Persistent link: https://www.econbiz.de/10013359092
Saved in:
8
Analyzing firm reports for volatility prediction : a knowledge-driven text-embedding approach
Yang, Yi
;
Zhang, Kunpeng
;
Fan, Yangyang
- In:
INFORMS journal on computing : JOC ; charting new …
34
(
2022
)
1
,
pp. 522-540
Persistent link: https://www.econbiz.de/10013359104
Saved in:
9
Estimating the size of branch-and-bound trees
Hendel, Gregor Christian
;
Anderson, Daniel
;
Le Bodic, Pierre
- In:
INFORMS journal on computing : JOC ; charting new …
34
(
2022
)
2
,
pp. 934-952
Persistent link: https://www.econbiz.de/10013361382
Saved in:
10
A deep
learning
and image processing pipeline for object characterization in firm operations
Aghasi, Alireza
;
Rai, Arun
;
Xia, Yusen
- In:
INFORMS journal on computing : JOC ; charting new …
36
(
2024
)
2
,
pp. 616-634
Persistent link: https://www.econbiz.de/10014532315
Saved in:
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