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ICMLA 2024 : 23rd International Conference on Machine Learning and Applications

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Conference Series : International Conference on Machine Learning and Applications
 
Link: https://www.icmla-conference.org/icmla24/
 
When Dec 18, 2024 - Dec 20, 2024
Where Miami, Florida
Submission Deadline Jul 31, 2024
Notification Due Aug 31, 2024
Final Version Due Sep 15, 2024
Categories    machine learning   bayesian networks   federated learning   neural networks
 

Call For Papers

ICMLA 2024 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. Following the success of previous ICMLA conferences, the conference aims to attract researchers and application developers from a wide range of ML related areas, and the recent emergence of Big Data processing brings an urgent need for machine learning to address these new challenges. The conference will cover both machine learning theoretical research and its applications. Contributions describing machine learning techniques applied to real-world problems and interdisciplinary research involving machine learning, in fields like medicine, biology, industry, manufacturing, security, education, virtual environments,games, are especially encouraged.

Contributions describing applications of machine learning (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. Previous invited speakers included numerous fellows of AMLA, AMIA, AAAS, AAAI, etc.


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). 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, as a hardcopy. 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'24 Best Paper Award and ICMLA'24 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.
Special Sessions/Tutorial/Challenge Proposals
Submission Deadline: May 8, 2024
Notification of Acceptance: May 22, 2024
Main Conference Papers
Submission Deadline: July 31, 2024
Notification of Acceptance: August 31, 2024
Special Sessions Papers
Submission Deadline: September 5, 2024
Notification of Acceptance: September 25, 2024
Camera Ready Papers
Main Conference: September 15, 2024
Special Sessions: October 5, 2024
Pre-registration: October 15, 2024
Conference December 18-20, 2024

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