Novel logic mining incorporating log linear approach

• Published in: Journal of King Saud University. Computer and information sciences Vol. 34; no. 10; pp. 9011 - 9027
• Main Authors: Jamaludin, Siti Zulaikha Mohd, Romli, Nurul Atiqah, Kasihmuddin, Mohd Shareduwan Mohd, Baharum, Aslina, Mansor, Mohd. Asyraf, Marsani, Muhammad Fadhil
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2022; Elsevier
• Subjects: 2 Satisfiability; Discrete Hopfield Neural Network; Log-linear; Logic mining; Supervised learning; Logic mining; Supervised learning; Discrete Hopfield Neural Network; 2 Satisfiability; Log-linear

Mining the best logical rule from the data is a challenging task because not all attribute of the dataset will contribute towards the optimal logical representation. Even if the correct attributes were selected, wrong logical connection in the logical formula will lead to suboptimal logical represen...