ICMLA 2019 : 18th IEEE International Conference on Machine Learning and Applications

  in Conferences   Posted on February 3, 2019

Conference Information

Submission Deadline Saturday 07 Sep 2019 Proceedings indexed by :
Conference Dates Dec 16, 2019 - Dec 19, 2019
Conference Address Boca Raton, United States
Conference & Submission Link https://www.icmla-conference.org/icmla19
Conference Organizers : ( Deadline extended ? Click here to edit )

Conference Ranking & Metrics (This is a TOP Conference)

Guide2Research Overall Ranking: 296
Category Rankings
Image Processing & Computer Vision 36
Machine Learning & Arti. Intelligence 67

Google Scholar H5-index:
17

Conference Call for Papers

ICMLA 2019 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 machine learning, 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

hybrid learning algorithms

Applications of machine learning in:

medicine, health, bioinformatics and systems biology

industrial and engineering applications

security applications

smart cities

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 IEEE, 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\’19 Best Paper Award and ICMLA\’19 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.

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