[HTML][HTML] Novel logic mining incorporating log linear approach

SZM Jamaludin, NA Romli, MSM Kasihmuddin… - Journal of King Saud …, 2022 - Elsevier
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 …

Supervised learning perspective in logic mining

MSM Kasihmuddin, SZM Jamaludin, MA Mansor… - Mathematics, 2022 - mdpi.com
Creating optimal logic mining is strongly dependent on how the learning data are structured.
Without optimal data structure, intelligence systems integrated into logic mining, such as an …

A modified reverse-based analysis logic mining model with Weighted Random 2 Satisfiability logic in Discrete Hopfield Neural Network and multi-objective training of …

NE Zamri, MA Mansor, MSM Kasihmuddin… - Expert Systems with …, 2024 - Elsevier
Over the years, the study on logic mining approach has increased exponentially. However,
most logic mining models disregarded any efforts in expanding the search space which led …

[HTML][HTML] Multi-unit Discrete Hopfield Neural Network for higher order supervised learning through logic mining: Optimal performance design and attribute selection

MSM Kasihmuddin, NA Romli, G Manoharam… - Journal of King Saud …, 2023 - Elsevier
In the perspective of logic mining, the attribute selection, and the objective function of the
best logic is the two main factors that identifies the effectiveness of our proposed logic …

Amazon employees resources access data extraction via clonal selection algorithm and logic mining approach

NE Zamri, MA Mansor, MS Mohd Kasihmuddin… - Entropy, 2020 - mdpi.com
Amazon. com Inc. seeks alternative ways to improve manual transactions system of granting
employees resources access in the field of data science. The work constructs a modified …

[PDF][PDF] Logic Mining in League of Legends.

LC Kho, MSM Kasihmuddin… - … Journal of Science …, 2020 - pertanika2.upm.edu.my
Since its debut in 2009, League of Legends (LoL) has been on a rise in becoming an
extremely favoured multiplayer online battle arena (MOBA) game. This paper presented a …

Analysis and optimization of network properties for bionic topology hopfield neural network using gaussian-distributed small-world rewiring method

J Sun, S Sathasivam, MKBM Ali - IEEE Access, 2022 - ieeexplore.ieee.org
The fully connected topology, which coordinates the connection of each neuron with all
other neurons, remains the most commonly used structure in Hopfield-type neural networks …

[PDF][PDF] Palm Oil Trend Analysis via Logic Mining with Discrete Hopfield Neural Network.

A Alway, NE Zamri… - Pertanika Journal of …, 2020 - pertanika.upm.edu.my
Analyzing commodity prices contributes greatly to traders, economists and analysts in
ascertaining the most feasible investment strategies. Limited knowledge about the price …

Examining the forecasting movement of palm oil price using RBFNN-2SATRA metaheuristic algorithms for logic mining

SAS Alzaeemi, S Sathasivam - IEEE Access, 2021 - ieeexplore.ieee.org
RBFNN with different algorithms and the logic mining method for forecasting constitute the
most significant tools and techniques, which are used to demonstrate the economic growth …

Standardized precipitation evapotranspiration index (SPEI) estimated using variant long short-term memory network at four climatic zones of China

J Dong, L Xing, N Cui, L Zhao, L Guo… - Computers and Electronics …, 2023 - Elsevier
Although the accurate prediction of the Standardized Precipitation Evapotranspiration Index
(SPEI) is considered meaningful in reducing drought losses, its wide applications are limited …