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12月03日 - 2025年12月05日

排名: C (CORE2023)Offline

International Conference on Machine Learning and Applications

更新于:12 days ago
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概览

ICMLA'25 aims to unite researchers and practitioners in machine learning to share the latest innovations. The conference emphasizes both theoretical research and real-world applications of machine learning, with contributions encouraged from diverse fields like medicine, biology, industry, and security. Accepted papers will be submitted for inclusion into IEEE Xplore, and the conference will be organized in person.

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ICMLA 2025: Call for Papers

ICMLA 2025 aims to bring together researchers and practitioners to present their latest achievements and innovations in the area of machine learning (ML).

The conference provides a leading international forum for the dissemination of original research in ML, with emphasis on applications as well as novel algorithms and systems. Contributions describing applications of ML techniques to real-world problems, interdisciplinary research involving machine learning, experimental and/or theoretical studies yielding new insights into the design of ML systems, and papers describing development of new analytical frameworks that advance practical machine learning methods are especially encouraged.

The technical program will consist of, but is not limited to, the following topics of interest:

  • statistical learning
  • neural network learning
  • learning through fuzzy logic
  • learning through evolution (evolutionary algorithms)
  • reinforcement learning
  • multi-strategy learning
  • cooperative learning
  • planning and learning
  • multi-agent learning
  • online and incremental learning
  • scalability of learning algorithms
  • inductive learning
  • inductive logic programming
  • Bayesian networks
  • support vector machines
  • case-based reasoning
  • machine learning for bioinformatics and computational biology
  • multi-lingual knowledge acquisition and representation
  • grammatical inference
  • knowledge acquisition and learning
  • knowledge discovery in databases
  • knowledge intensive learning
  • knowledge representation and reasoning
  • machine learning and information retrieval
  • machine learning for web navigation and mining
  • learning through mobile data mining
  • text and multimedia mining through machine learning
  • distributed and parallel learning algorithms and applications
  • feature extraction and classification
  • theories and models for plausible reasoning
  • computational learning theory
  • cognitive modeling
  • deep and transfer learning
  • federated learning
  • machine learning on the edge
  • machine learning for computer vision
  • hybrid learning algorithms

Applications of machine learning in:

  • medicine, health, bioinformatics and systems biology
  • industrial and engineering applications
  • security applications
  • smart cities and autonomous driving
  • game playing and problem solving
  • intelligent virtual environments
  • economics, business and forecasting applications, etc.

The conference will include a number of interesting keynote plenary talks, which will be announced on the conference web site as arrangements are finalized.

Paper Submission

High quality papers in all Machine Learning areas are solicited. Papers that present new directions in ML will receive careful reviews. Authors are expected to ensure that their final manuscripts are original and are not appearing in other publications. Paper should be limited to 8 pages and submitted in IEEE format (double column). All papers will be double-blind reviewed and must present original work. Papers will be reviewed by the Program Committee on the basis of technical quality, originality, significance and clarity. All submissions will be handled electronically. Accepted papers will be published in the conference proceedings. Authors of the accepted papers need to present their papers at the conference. A selected number of accepted papers will be invited for possible inclusion, in an expanded and revised form, in some journal special issues.

ICMLA'25 Best Paper Award and ICMLA'25 Best Poster Award will be conferred at the conference to the authors of the best research paper and best poster presentation, respectively, based on the reviewers and Programme Committee recommendations.

Detailed instructions for submitting papers can be found at How to Submit

Important Dates

The submission time is set to 11:59 PM - PT on the date specified. Try to submit early as the system might be busy around the due time. We will not be able to facilitate individual late submissions.

EventSubmission DeadlineNotification of Acceptance
Special Sessions/Tutorial/Challenge ProposalsMay 8, 2025May 22, 2025
Main Conference PapersJuly 15, 2025August 15, 2025
Special Sessions PapersAugust 20, 2025September 10, 2025
Workshop PapersJuly 15, 2025August 15, 2025
Camera Ready Papers (Main Conference)September 1, 2025N/A
Camera Ready Papers (Special Sessions)September 20, 2025N/A
Pre-registrationSeptember 20, 2025N/A
ConferenceDecember 3-5, 2025N/A

重要日期

会议日期

Conference Date

2025年12月3日2025年12月5日

投稿

(Special Sessions/Tutorial/Challenge Proposals) Submission Deadline

2025年5月8日

(Main Conference Papers) Submission Deadline

2025年7月15日

曾为:
  • 2025年7月28日

(Workshop Papers) Submission Deadline

2025年7月15日

通知

(Special Sessions/Tutorial/Challenge Proposals) Notification of Acceptance

2025年5月22日

(Main Conference Papers) Notification of Acceptance

2025年8月15日

曾为:
  • 2025年9月1日

(Workshop Papers) Notification of Acceptance

2025年8月15日

终稿

(Main Conference) Camera Ready Papers

2025年9月1日

(Special Sessions) Camera Ready Papers

2025年9月20日

注册

Pre-registration

2025年9月20日

来源排名

来源: CORE2023

排名: C

研究领域: Machine learning

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