Adversarially-Resilient Deep Learning Framework for Detecting Evasive Cyber Threats in Network Traffic

Nasser Alsharif

#adversarial #deep Learning #IDS #network traffic #cyber threats

Hybrid Ensemble Based Machine Learning Approach for Cardiovascular Disease Risk Prediction Using Multiple Integrated Datasets

Sravanthi Jakkula,Raju Bhukya

#Cardiovascular diseases #machine learning algorithms #stacked models #disease prediction

Sensitive Data Detection of Social Network Based on Improved Random Forest Algorithm

Weiyan Tang,Jun Luo

#Random forest algorithm #web crawler #naive bayes #sensitive data #feature extraction #data detection

Smart Agriculture Using Real-Time IoT-LoRa: Wheat Crop Disease Prediction and Irrigation Management Based on Machine Learning Models

Mohamed Sahnoun,Rachida Touhami,Smail Tedjini,Naim Ramou,Redouane Drai,Omar Kherif

#Smart agriculture #irrigation #IoT #LoRa #crop disease #deep learning #machine learning #fuzzy logic

Machine and Deep Learning Model for EMG Signal Classification: A New Performance-Cost Analysis Across CPU and GPU Architectures

Toka Fathi,Mohammed A M Abdullah,Basil Shukr

#EMG #GPU #decision trees #random forests #KNN #XGboost #LSTM #and CNN-LSTM

Malware Detection Through Memory Forensics and Windows Event Log Analysis

Dinesh Patil,Akshaya Prabhu

#Malware #windows event logs #code section #main memory analysis #main memory structures #VAD #volatile memory

A New Data Reduction Technique for Efficient Arabic Data Sentiment Analysis

Remah Younisse,Arafat Awajan,Maram Bani Younes

#Arabic language #sentiment analysis #BERT #data reduction #TF-IDF

Arab Face Recognition and Identification Based on Ethnicity and Gender Using Machine Learning

Mohammed Abual-Rub,Khalid Nahar,Ammar Almomani,Firas Alzobi

#Ethnicity #facial recognition #neural network #multi-class classification #machine learning #facial features

Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques

Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi

#Machine learning techniques #decision trees #random forest #house prices #crime rates #house price pre-diction

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

Leveraging Chicken Swarm Algorithm for Feature Selection Optimization Targeting Efficient Patients Backlog Elimination

Emna Bouazizi,Ayman E. Khedr,Amira M. Idrees

#Optimization #chicken swarm optimization algorithm #feature selection #logistics #supply chain management #backlogs

Survival Prediction of Children after Bone Marrow Transplant Using Machine Learning Algorithms

Hussam Alawneh,Ahmad Hasasneh

#Bone marrow transplant #hematopoietic stem cell #random forest #bagging #adaboost #gradient boost #decision tree #XGBoost

Leveraging on Synthetic Data Generation Techniques to Train Machine Learning Models for Tenaga Nasional Berhad Stock Price Movement Prediction

#Stock price prediction #machine learning #synthetic data generation

Speech-Based Techniques for Emotion Detection in Natural Arabic Audio Files

Ashraf Kaloub,Eltyeb Abed Elgabar

#Emotion detection #natural language processing #machine learning #Arabic language #acoustic features

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

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

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

Prediction of Football Players’ Value in the Transfer Market of Well-known European Leagues based on FIFA 19 and Real-world Data

Yu Sun,Kepeng Gu

#Transfer market #European football leagues #data engineering #variance inflation factor #regression prediction algorithms #rhizostoma optimization algorithm

Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques

Mohammed Maree,Mujahed Eleyat,Enas Mesqali

#Machine learning #bilingual sentiment analysis #NLP #sentiment datasets

RoboGuard: Enhancing Robotic System Security with Ensemble Learning

Ali Al Maqousi,Mohammad Alauthman

#Robotic systems #cybersecurity #malware detection #machine learning #ensemble learning #synthetic minority over-sampling technique