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Foundations and Trends in Machine Learning

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출판사:
Now Publishers Inc.
ISSN:
1935-8237
조회:
17943
팔로우:
1

논문 모집

Foundations and Trends in Machine Learning is an academic journal published by Now Publishers Inc.. (ISSN 1935-8237).

The growth in all aspects of research in the last decade has led to a multitude of new publications and an exponential increase in published research. Finding a way through the excellent existing literature and keeping up to date has become a major time-consuming problem. Electronic publishing has given researchers instant access to more articles than ever before. But which articles are the essential ones that should be read to understand and keep abreast with developments of any topic? To address this problem Foundations and Trends® in Machine Learning publishes high-quality survey and tutorial monographs of the field. Each issue of Foundations and Trends ® in Machine Learning comprises a 50-100 page monograph written by research leaders in the field. Monographs that give tutorial coverage of subjects, research retrospectives as well as survey papers that offer state-of-the-art reviews fall within the scope of the journal. Editorial Scope Foundations and Trends® in Machine Learning publishes survey and tutorial articles on the theory, algorithms and applications of machine learning, including the following topics: Adaptive control and signal processing Applications and case studies Behavioral, cognitive and neural learning Bayesian learning Classification and prediction Clustering Data mining Dimensionality reduction Evaluation Game theoretic learning Graphical models Independent component analysis Inductive logic programming Kernel methods Markov chain Monte Carlo Model choice Nonparametric methods Online learning Optimization Reinforcement learning Relational learning Robustness Spectral methods Statistical learning theory Variational inference Visualization
최종 수정: Dou Sun ()

관련 저널

CCF정식 명칭영향력 지수출판사ISSN
Foundations and Trends in Signal ProcessingNow Publishers Inc.1932-8346
BMachine Learning2.9Springer0885-6125
Foundations of Computational Mathematics2.7Springer1615-3375
Journal of Cyber Security and MobilityRiver Publishers2245-1439
Quantum Information and ComputationRinton Press, Inc.1533-7146
Carbon Trends5.8Elsevier2667-0569
AIEEE Transactions on Multimedia9.7IEEE1520-9210
CKnowledge-Based Systems7.2Elsevier0950-7051
BSoftware & Systems Modeling3.2Springer1619-1366
AIEEE Transactions on Computers3.8IEEE0018-9340

관련 학회

CCFICORE약칭정식 명칭투고 마감통보일개최일
INCInternational Network Conference2020-07-302020-08-152020-09-19
ADHOC-NOWInternational Conference on Ad Hoc Networks and Wireless2020-05-052020-08-012020-10-19
L&TInternational Learning and Technology Conference2024-10-122024-11-022025-01-15
MLTInternational Conference on Machine Learning & Trends2023-03-112023-03-182022-03-19
NLMLTInternational Conference on NLP and Machine Learning Trends2023-11-042023-10-282023-11-11
AA*SIGIRInternational Conference on Research and Development in Information Retrieval2026-01-152026-04-022026-07-20
AA*AAAIAAAI Conference on Artificial Intelligence2026-07-212026-11-302027-02-16
AA*CVPRIEEE Conference on Computer Vision and Pattern Recognition2025-11-062026-02-202026-06-03
BA*ICRAInternational Conference on Robotics and Automation2027-05-24
BA*IJCAIInternational Joint Conference on Artificial Intelligence2026-01-312026-08-15

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