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Top 10 Journals To Publish Machine Learning Research In 2021

Top 10 Journals To Publish Machine Learning Research In 2021

  • Check out the top 10 journals to publish your machine learning research in 2021.

Journals are an essential information repository to keep pace with fast-evolving technology. From an academic perspective, getting published in an esteemed journal can boost his/her growth trajectory and act as a springboard to a lucrative career. As a thumb of rule, the number of journals in a particular field is directly proportional to the interest the field attracts.

Here are the top 10 journals to publish your machine learning research work in 2021.

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(The list is in no particular order)

1| IEEE Transactions on Pattern Analysis and Machine Intelligence

About: The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) publishes articles on computer vision and image understanding, pattern analysis and recognition, and selected areas of machine intelligence, with special emphasis on machine learning for pattern analysis. Some of the famous researches published here include Faster R-CNN, SegNet, among others. 

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2| Wiley International Journal of Intelligent Systems

About: The International Journal of Intelligent Systems covers research on intelligent systems construction. This journal’s editors include brilliant minds from Guangzhou University, Carnegie-Mellon University, Tsinghua University, and more.

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3| IEEE Transactions on Neural Networks and Learning Systems

About: The IEEE Transactions on Neural Networks and Learning Systems publishes technical articles that deal with the theory, design, and applications of neural networks and related learning systems. Each published article is vetted by a minimum of two independent reviewers using a single-blind peer-review process. The identities of the reviewers are not known to the authors.

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4| Elsevier Pattern Recognition

About: The Elsevier Pattern Recognition journal was established five decades ago and covers developments in cognate fields such as computer vision, image processing, text and document analysis and neural networks. The journal accepts papers making original contributions to the theory, methodology and application of pattern recognition in any area.

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5| Journal of Machine Learning Research

About: The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in machine learning. The journal has published various articles and papers by researchers from MIT, Facebook AI, Cornell University, Princeton University, etc. 

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6| Springer International Journal of Computer Vision

About: The International Journal of Computer Vision (IJCV) provides a forum for new research results in the rapidly growing field of computer vision. The article covers image-based rendering, computer graphics, robotics, photo interpretation, image retrieval, video analysis and annotation, multimedia, medicine, human-machine interaction, and surveillance.

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7| Lattice

About: Lattice is an international peer-reviewed and refereed journal on machine learning. The journal is hosted and managed by the Association of Data Scientists (ADaSci). The journal publishes high-quality articles of researchers and professionals working in the field of data science and machine learning.

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8| IEEE Transactions on Fuzzy Systems

About: The IEEE Transactions on Fuzzy Systems publishes high-quality technical papers in the theory, design, and application of fuzzy systems. The articles cover significant technical knowledge, exploratory developments, and applications of fuzzy systems with an emphasis on engineering systems and scientific applications.

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9| Elsevier Information Sciences

About: The journal Information Sciences is designed to help researchers, developers,  and anyone interested in state-of-the-art research activities in information, knowledge engineering and intelligent systems. The articles cover topics such as information theory, mathematical linguistics, cognitive science, theories of qualitative behaviour, artificial intelligence, computational intelligence, soft computing, computational biology and bioinformatics.

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10| Elsevier Information Fusion

About: Information Fusion presents all the developments in the field of multi-sensor, multi-source, multi-process information fusion, etc in a single forum. The articles deal with algorithms, architectures and applications. The topics include data/image, feature, decision, multilevel fusion, multi-classifier/decision systems, multi-look temporal fusion, multi-sensor management and real-time applications.

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