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

An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets

Tirupati Gullipalli,Krishna Murali,Srinivasa Peri

#Vanishing gradient #taylor expansion #functional approximation #sigmoid #hyperbolic tangent #neural networks

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

An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets

Tirupati Gullipalli,Krishna Murali,Srinivasa Peri

#Vanishing gradient #taylor expansion #functional approximation #sigmoid #hyperbolic tangent #neural networks

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

Enhanced Nucleus Segmentation with Sobel Edge Detection and Attention Gate with Modified UNET

Sravanthi Jakkula,Raju Bhukya

#UNET #nucleus segmentation #sobel filter

Interactive Query Expansion using Concept-Based Directions Finder Based on Wikipedia

Yuvarani Meiyappan,Sriman Narayana Iyengar

#Interactive query expansion #term suggestion #direc tion finder #term extractor #web search #Wikipedia

A Two-Stage Method of Cervical Cancer Detection using Hybrid Classification Methods

Orasa Patsadu,Srisuda Soranunsri,Chananate Arthayukti

#Cervical cancer #hybrid classification methods #two stage classification #machine learning #healthcare

A Machine Learning Attempt for Anatomizing Software Risks in Small and Medium Agile Enterprises

Ayesha Ziana Mohamed,Charles Jebapillai

#Software risk analysis #software risk classification #risk prediction #machine learning #agile software risk assessment

Trust Enabled Secure Routing in Vehicular Adhoc Networks

M Venkata Krishna Reddy,G Kiran Kumar,Panduranga Vital Terlapu,D. Jayaram,Shirina Samreen

#Mobility #reliability #secure routing #trust #VANET

A Two-Stage Method of Cervical Cancer Detection using Hybrid Classification Methods

Orasa Patsadu,Srisuda Soranunsri,Chananate Arthayukti

#Cervical cancer #hybrid classification methods #two stage classification #machine learning #healthcare

A Machine Learning Attempt for Anatomizing Software Risks in Small and Medium Agile Enterprises

Ayesha Ziana Mohamed,Charles Jebapillai

#Software risk analysis #software risk classification #risk prediction #machine learning #agile software risk assessment

Trust Enabled Secure Routing in Vehicular Adhoc Networks

M Venkata Krishna Reddy,G Kiran Kumar,Panduranga Vital Terlapu,D. Jayaram,Shirina Samreen

#Mobility #reliability #secure routing #trust #VANET

Investigation of Chat GPT’s Impact on Education Using Deep Spectral-Spatial Residual Attention Networks

Walaa Ismail,Howida Youssry

#Chat generative pre-trained transformer #continuous-discrete derivative-free extended Kalman filter #deep spectral-spatial residual attention network #parrot optimization algorithm #synchro-transient- extraction transform

Application of Video Game Algorithm Based on Deep Q-Network Learning in Music Rhythm Teaching

Shilian Zhang,Zheng Huang,Yalin Lang

#DQN network learning #video game algorithms #the rhythm of music #teaching practice

Robust Image Watermarking using DWT, DCT, and PSO with CNN-Based Attack Evaluation

Mohammad Alia,Adnan Hnaif,Aseel Alrawashdeh,Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Ahmad AlShanty

#Particle swarm optimization #discrete wavelet transform #discrete cosine transform #denosing network #additive white gaussian noise #peak signal-to-noise ratio #normalized correlation coefficient

3D VAE Video Prediction Model with Kullback Leibler Loss Enhancement

Zahraa Al Mokhtar,Shefa Dawwd

#3D sampling stage #kullback leibler loss #temporal 3D sampling stage #three dimensional RNN layers #variational autoencoder

Integrated Shared Random Key Agreement Protocol for Wireless Sensor Network

Anusha Thanganadar,Venkatesan Raman

#Energy #entropy #galois ring #sensor nodes #shared random key #physically unclonable function

Achieving better Resource Utilization by Implementing a High-Performance Intelligent Framework in a Distributed Environment

Srinivasan Narayanasamy,MohanKumar Palanichamy,Selvam Lakshmanan,ArokiaRenjith Jerald

#Computational intelligence #scheduling #high-performance computing #resource utilization

Integrated Shared Random Key Agreement Protocol for Wireless Sensor Network

Anusha Thanganadar,Venkatesan Raman

#Energy #entropy #galois ring #sensor nodes #shared random key #physically unclonable function