Empowering Intrusion Detection Systems: A Synergistic Hybrid Approach with Optimization and Deep Learning Techniques for Network Security

Ramya Chinnasamy,Malliga Subramanian,Nandita Sengupta

#Artificial neural network #deep learning #honey badger optimization #intrusion detection system

Improved Collaborative Filtering Recommender System Based on Hybrid Similarity Measures

Mohamed Abdi,George Okeyo,Ronald Mwangi

#Recommender systems #collaborative filtering #similarity measure #Adjusted Triangle similarity #Jaccard similarity #user rating preference behavior

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

Design and Implementation of Sports Network Teaching Platform Based on Discrete Similarity Method

Jian Cui,Lan Shi

#Adaptive savitzky-golay filtering #chaotic satin bower bird optimization #multi‐hypothesis fuzzy‐matching radon transform and sports network teaching

A Review of SDLCs for Big Data Analytics Systems in the Context of Very Small Entities Using the ISO/IEC 29110 Standard-Basic Profile

David Montoya-Murillo,Manuel Mora,Sergio Galvan-Cruz,Angel Munoz-Zavala,Francisco Alvarez-Rodriguez

#BDAS #SDLC #ISO/IEC-29110-standard for VSEs #CRISP-DM #BSPL #TDSP and DDSL

Forecasting the Spread of Viral Diseases in Jordan Using the SARIMA Statistical Model

Shahed Al-khateeb

#Time series model #Jordan #prediction #diseases #forecasting model #sarimax #seasonal autoregressive integrated moving-average with exogenous regressors

Inventory Optimization Using Data Science Technologies for Supply Chain 4.0

Emna Bouazizi,Ayman Khedr,Sherin Elfaioumy,Mohamed Belal

#Supply chain 4.0 #inventory management #regression algorithm #optimization

Empowering Ovarian Cancer Subtype Classification with Parallel Swin Transformers and WSI Imaging

Lubna ALkahla,Jwan Saeed,Maher Hussein

#Ovarian cancer #Swin-transformer #sub-type classification #histology image analysis

Review of Agile SDLC for Big Data Analytics Systems in the Context of Small Organizations Using Scrum-XP

Gerardo Salazar-Salazar,Manuel Mora,Hector Duran-Limon,Francisco Alvarez-Rodriguez,Angel Munoz-Zavala

#Big data analytics systems #agile system development life cycle #Scrum-XP #CRISP-DM #TDSP and DDSL #small business

Disease Prognosis of Fetal Heart’s Four-Chamber and Blood Vessels in Ultrasound Images Using CNN Incorporated VGG 16 and Enhanced DRNN

Someshwaran Gunasekaran,Sarada Vivekasaran

#Fetal heart disease #ultrasound images #augmented wiener filter #median modified wiener filter #region of interest #convolutional neural network #visual geometry group 16 #deep recurrent neural network

OntoDin: An Islamic Ontology of Quran and Hadith

Fairouz Bendjamaa,Nora Taleb

#Ontology engineering #semantic representation #protégé #religious texts

Effective Test Cases Generation with Harmony Search and RBF Neural Network

Hemant Kumar,Vipin Saxena

#Algorithm optimization #automated testing #test cases #hybrid algorithm and software testing efficiency

Semi-Supervised Kernel Discriminative Low-Rank Ridge Regression for Data Classification

Qi Zhu,Yong Peng

#Discriminative subspace #low-rank regression #kernel space #ridge regression #semi-supervised classification

Using Deep Learning for Profitable Concrete Forecasting Methods

Ayat Al-Hinawi,Radwan Alelaimat

#Concrete performance prediction #machine learning #deep learning #construction management #regression

Horizontal Sequence Pooling Technique in Convolutional Neural Networks to Optimize Feature Extraction for DNA Sequence Classification

Lilibeth Coronel,Arnel Fajardo,Ruji Medina

#Pooling technique #classification #convolutional neural network #feature extraction #genomic sequence

Evaluation of Emission Reduction Performance of Power Enterprises Based on Least Squares Support Vector Machine

Wanqing Zhang,Ruohan Huang,Luwei Ye

#Power generation enterprise #evaluation indicators #least squares support vector machine #Lion swarm optimization algorithm #chaos theory

Curved Text Detection in Scenic Images via Proposal-Free Panoptic Segmentation and Deep Learning

Prachi Chhabra,Ali Abidi

#Deep learning #image segmentation #natural scene images #multi-oriented text #curved text detection

Efficient Image Encryption via 2D Logistic Chaos Mapping: Strengthening Security with Pixel-Level Dynamics

Yuebo Wu,Shiwei Chu,Huifang Bao,Duansong Wang,Jian Zhou

#Image encryption algorithm #chaotic systems #pixel shifting #pixel scrambling

Enhanced Soccer Training Simulation Using Progressive Wasserstein GAN and Termite Life Cycle Optimization in Virtual Reality

Xiang Cheng,Pingping Zhang

#Football #progressive Wasserstein generative adversarial network #soccer training termite life cycle optimization #virtual reality

RSO based Optimization of Random Forest Classifier for Fault Detection and Classification in Photovoltaic Arrays

Khaled Baradieh,Mohd Zainuri,Mohamed Kamari,Yushaizad Yusof,Huda Abdullah,Mohd Zaman,Mohd Zulkifley

#Classifier #diagnosis #fault classification #fault detection #machine learning #optimization #photovoltaic #pv #random forest