Machine Learning (ML) is an approach to achieving Artificial Intelligence. A lot of research is being carried out in Machine Learning. Beginners don’t know how to start learning Machine Learning.
Reading Research Papers is the best way to understand Machine Learning concepts.
This blog post aims to list a few Machine-learning research papers for beginners. These easily understandable papers on artificial intelligence will provide depth of knowledge to beginners.
Moreover, we also list the top research journals that publish Machine Learning research papers.
5 Websites to download Research Papers for Free
Page Contents
Research Papers on Machine Learning for Beginners
1) Machine learning and artificial intelligence: definitions, applications, and future directions
Total Citations: 586
Journal Title: Current Reviews in Musculoskeletal Medicine
Publisher: Springer
Publication Year: 2020
Link to download research paper
2) Artificial intelligence, machine learning and deep learning
Total Citations: 593
Published in: 15th International Conference on ICT and Knowledge Engineering (ICT&KE)
Publisher: IEEE
Publication Year: 2017
Link to download research paper
3) Machine learning: applications of artificial intelligence to imaging and diagnosis
Total Citations: 401
Journal Title: Biophysical Reviews
Publisher: Springer
Publication Year: 2019
Link to download research paper
4) Review of artificial intelligence and machine learning technologies: classification, restrictions, opportunities and challenges
Total Citations: 154
Journal Title: Mathematics
Publisher: MDPI
Publication Year: 2022
Link to download research paper
5) A Review of Artificial Intelligence (AI) in Education
Total Citations: 220
Journal Title: Complexity
Publisher: Wiley
Publication Year: 2020
Link to download research paper
6) Human‐centered artificial intelligence and machine learning
Total Citations: 395
Journal Title: Human Behavior and Emerging Technologies
Publisher: Wiley
Publication Year: 2019
Link to download research paper
7) Applications of artificial intelligence and machine learning in smart cities
Total Citations: 659
Journal Title: Computer Communications
Publisher: Elsevier
Publication Year: 2020
Link to download research paper
8) Building trust in artificial intelligence, machine learning, and robotics
Total Citations: 746
Journal Title: Cutter
Publisher: Cutter
Publication Year: 2018
Link to download research paper
9) Artificial intelligence, machine learning and deep learning in advanced robotics, a review
Total Citations: 412
Journal Title: Cognitive Robotics
Publisher: Elsevier
Publication Year: 2023
Link to download research paper
10) Artificial intelligence to deep learning: machine intelligence approach for drug discovery
Total Citations: 818
Journal Title: Molecular Diversity
Publisher: Springer
Publication Year: 2021
Link to download research paper
11) Machine learning: Trends, perspectives, and prospects
Total Citations: 9637
Journal Title: Science
Publisher: American Association for the Advancement of Science
Publication Year: 2015
Link to download research paper
12) A guide to machine learning for biologists
Total Citations: 1105
Journal Title: Nature Reviews Molecular Cell Biology
Publisher: Nature
Publication Year: 2020
Link to download research paper
Top Journals to download Machine learning-related research papers
AI Open
Publisher: Elsevier
Impact Factor:
ISSN: 26666510
Nature Machine Intelligence
Publisher: Springer Nature Switzerland AG
Impact Factor: 18.8
ISSN: 25225839
Computers and Education: Artificial Intelligence
Publisher: Elsevier
Impact Factor:
ISSN: 2666920X
Journal of Machine Learning Research
Publisher: Microtome Publishing
Impact Factor: 4.3
ISSN: 15337928, 15324435
International Journal of Information Management Data Insights
Publisher: Elsevier
Impact Factor:
ISSN: 26670968
Journal of Big Data
Publisher: SpringerOpen
Impact Factor: 8.6
ISSN: 21961115
Big Data Mining and Analytics
Publisher: Institute of Electrical and Electronics Engineers Inc.
Impact Factor: 7.7
ISSN: 20960654
Data Science and Engineering
Publisher: Springer
Impact Factor: 5.1
ISSN: 23641541, 23641185
Journal of Artificial Intelligence Research
Publisher: Morgan Kaufmann Publishers, Inc.
Impact Factor: 4.5
ISSN: 10769757
Machine Learning: Science and Technology
Publisher: Institute of Physics Publishing
Impact Factor: 6.3
ISSN: 26322153
Artificial Intelligence in Agriculture
Publisher: KeAi Communications Co.
Impact Factor: 8.2
ISSN: 25897217
Data Science and Management
Publisher: KeAi Communications Co.
Impact Factor:
ISSN: 26667649
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Dr. Sunny is an Assistant Professor in higher education. He has completed his Ph.D. He has a depth of knowledge in the research field and in higher education.