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

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

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

Cyberbullying Detection in Social Networks Using Deep Learning

Hayel Khafajeh

#Cyberbullying detection #deep learning #social networks #convolutional neural networks #long short-term memory #bidirectional encoder representations from transformers

Improvement of Translation Accuracy for the Word Sense Disambiguation System using Novel Classifier Approach

Ajith Abraham,Bineet Kumar Gupta,Satya Bhushan Verma,Archana Sachindeo Maurya,Mohammad Husain,Arshad Ali,Sami Alshmrany,Sanjay Gupta

#Bayes theorem #machine learning #machine translation #naïve bayes classification #supervised approach #unsupervised approach #and word sense disambiguation

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

A Novel Crossover based Discrete Artificial Algae Algorithm for Solving Traveling Salesman Problem

Refik Nureddin,Ismail Koc,Sait Ali Uymaz

#Artificial algae algorithm #traveling salesman problem #crossover operator #transformation operators #discrete optimization

An Improved Classification Model for English Syntax Error Correction Design of DL Algorithm

Xue Han

#Universities #English #syntax error #classification model #neural network #attention mechanism

Machine Learning Driven Threat Identification to Enhance FANET Security using Genetic Algorithm

Shikha Gupta,Neetu Sharma

#FANET #threats #genetic #trust #reputation #network reliability #machine learning

Dynamic Healing Process Analysis: Image Morphing with Warping Technique for Nose and Esophagus Studies

Muhammad Siddiqi,Yousef Alhwaiti,Said Elaiwat,Marwan Abu-Zanona

#Computer vision #image morphing #warping #face matching #forward algorithm #backward algorithm

Muzzle Classification Using Neural Networks

Ibrahim El-Henawy, Hazem El-bakry, and Hagar El-Hadad

#Muzzle classification #image processing #neural networks

A Probabilistic Approach to Building Defect Prediction Model for Platform-based Product Lines

Changkyun Jeon,Neunghoe Kim,Hoh In

#Defect prediction #defect life cycle #markov chain #product line engineering #software engineering

Establishing Cause-Effect Relationships from Medical Treatment Data in Intensive Care Unit Settings

Mohammed Abebe Yimer,Özlem Aktaş,Süleyman Sevinç,Ali Rıza Şişman

#Capture variances #cause-effect relationships #causal inference #decision making #principal component analysis

A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos

Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal

#Human action recognition #openpose #unmanned aerial vehicle #kNN #decision trees #random forests #SVM #multilayer perceptron #LSTM

Convolutional Neural Network Based Hand Gesture Recognition in Sophisticated Background for Humanoid Robot Control

Ali Yildiz,Nurettin Gökhan Adar,Ahmet Mert

#Hand gesture recognition #human-robot interaction #robot control #convolutional neural network #deep learning

MAPNEWS: A Framework for Aggregating and Organizing Online News Articles

Jeelani Ahmed,Muqeem Ahmed

#News aggregation #information retrieval #clustering #data aggregation #web scrapping

Prediction of Part of Speech Tags for Punjabi using Support Vector Machines

Abstract:Part-Of-Speech (POS)tagging is a task of assigning the appropriatePOSor lexical category to each word in a

#POS tagging # SVM #feature set #vectorization #machine learning # tagger # punjabi # indian languages

Test Case PrioritizationforRegression Testing Using Immune Operator

Abstract:Regressiontesting is a time consuming, costly process of re-running existing test cases.Assoftware evolves, the

#Immuneoperator # vaccine # test case prioritization # regression testing #GA #IPA

Discrete Time NHPP Models for Software Reliability Growth Phenomenon

#Software engineering # software testing # software re liability # software reliability growth model # nonhomogeneous poissonprocess #testoccasions

A Hybrid Approach for Urdu Sentence Boundary

Zobia Rehman and Waqas Anwar

# Sentence boundary disambiguation # unigram model