Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction

Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu

#Software defect prediction #class imbalance #deep reinforcement learning

Precision Pursuit: A Spectral Decomposition-Driven Adaptive Block Measurement Matrix for Enhanced Compressive Sensing in Imaging

Aarthi Elaveini,Deepa Thangavel

#Hybrid sensing matrix #sparsity #recovery algorithm #OMP #CoSaMP

Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction

Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu

#Software defect prediction #class imbalance #deep reinforcement learning

Precision Pursuit: A Spectral Decomposition-Driven Adaptive Block Measurement Matrix for Enhanced Compressive Sensing in Imaging

Aarthi Elaveini,Deepa Thangavel

#Hybrid sensing matrix #sparsity #recovery algorithm #OMP #CoSaMP

Cyber Threat Defense in Power Grids: Introducing the Grid-Lock Secure-Chain Consensus Framework

Rashi Saxena,Lalitha Kumari

#Blockchain #cyber threats #proof of vote #smart grid #security #consensus mechanism

Improving Student Engagement in College Education with Fuzzy Control Algorithm

Yan Chen

#Fuzzy controller #mamdani fuzzy inference system #adaptive control #modified salp swarm #engagement level

Automated Excavator Activity Diagnosis Via a Topology and Statistical Information Based Classifier

Mushu Wang,YuKui Qin,Tiepeng Bi,Weigang Pan

#Metric learning #covering algorithm #topology and statistical information #excavator activity classify

Sales Forecasting and Consumption Recommendation System of E-commerce Agricultural Products Based on LSTM Model

Jianwei Wu

#LSTM model #sales forecast of agricultural products #e-commerce #personalized recommendation system

A Robust Multiwavelet-Based Watermarking Scheme for Copyright Protection of Digital Images using Human Visual System

Padmanabhareddy Vundela,Varadarajan Sourirajan

#Digital watermarking #copyright protection #HVS #robust #discrete wavelet transform #GHM multiwavelet transform #canny edge detection algorithm #hausdorff distance measure #correlation coefficient

Perception of Natural Scenes: Objects Detection and Segmentations using Saliency Map with AlexNet

Muhammad Waqas Ahmed,Abdulwahab Alazeb,Naif Al Mudawi,Touseef Sadiq,Bayan Alabdullah,Hameed ur Rahman,Asaad Algarni,Ahmad Jalal

#Pattern recognition #alexNet #fish swarm algorithm #object detection

ACLM: Developing a Compact Arabic Language Model

Mohamed Alkaoud,Muteb Alsaqoub,Ibrahim Aljodhi,Abdulrhman Alqadibi,Omar Altammami

#Arabic NLP #deep learning #efficient AI #generative AI #GPT #large language models #natural language generation #NLP #small language models

Modularization in Dual System and Occupational Self-governance Concerns Employing the Fuzzy Control Algorithm in Vocational Education Personnel Training

Jinyuan Li,Yuqi Cheng

#Fuzzy control #modularization #personnel training #vocational education

Perception of Natural Scenes: Objects Detection and Segmentations using Saliency Map with

AlexNet, Abdulwahab Alazeb, Naif Al Mudawi, Touseef Sadiq, Bayan Alabdullah, Hameed ur Rahman, Asaad Algarni, Ahmad Jalal

#Pattern recognition # alexNet # fish swarm algorithm # object detection

ACLM: Developing a Compact Arabic Language Model

Mohamed Alkaoud,Muteb Alsaqoub,Ibrahim Aljodhi,Abdulrhman Alqadibi,Omar Altammami

#Arabic NLP #deep learning #efficient AI #generative AI #GPT #large language models #natural language generation #NLP #small language models

Modularization in Dual System and Occupational Self-governance Concerns Employing the Fuzzy Control Algorithm in Vocational Education Personnel Training

Jinyuan Li,Yuqi Cheng

#Fuzzy control #modularization #personnel training #vocational education

Symmetric Classes of Series-Parallel Digraphs

Ruzayn Quaddoura

#Digraphs #series-parallel digraphs #design and analysis of algorithms #complexity

Adaptive Software Development: A Comprehensive Framework Integrating Artificial Intelligence for Sustainable Evolution

Yaya Gadjama Soureya,Ngoumou Amougou,Justin Moskolai Ngossaha,Samuel Bowong Tsakou,Marcel Fouda Ndjodo

#Sustainability #evolution #quality of service #SPL #AI #IoT #connected homes

Fuzzy Speech Recognition Algorithm Based on Continuous Density Hidden Markov Model and Self Organizing Feature Map

Yanning Zhang,Lei Ma,Yunwei Li

#Speech recognition #wiener filter #Mel-frequency cepstrum coefficient #continuous hidden Markov model #self-organizing feature neural network