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

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

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

A New Facial Expression Recognition Algorithm Based on DWT Feature Extraction and Selection

Fatima Zohra BOUKHOBZA,Abdenour HACINE GHARBI,Khaled ROUABAH

#Facial expression recognition #2D-DWT #person-independent system #feature extraction #wrapper feature selection #dimensionality reduction

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

Nur Aliah Syahmina Mohd Nazarudin,Nor Hapiza Mohd Ariffin,Ruhaila Maskat

#Stock price prediction #machine learning #synthetic data generation

Heart Disease Diagnosis Using Decision Trees with Feature Selection Method

Alaa Sheta,Walaa El-Ashmawi,Abdelkarim Baareh

#Machine learning #classification #decision tree #heart disease #diagnosis

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

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

Fuzzy Modeling for Handwritten Arabic Numeral Recognition

Dhiaa Musleh,Khaldoun Halawani,Sabri Mahmoud

#Automatic fuzzy modeling #arabic online digit recognition #directional features #online digits structural features

A Bi-Level Text Classification Approach for SMS Spam Filtering and Identifying Priority Messages

Naresh Kumar Nagwani

#SMS spam #priority sms #important sms #sms spam filtering #bi-level binary classification

Muzzle Classification Using Neural Networks

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

#Muzzle classification #image processing #neural networks

An Efficient Perceptual of CBIR System using MIL-SVM Classification and SURF Feature Extraction

Bhuvana Shanmugam,Radhakrishnan Rathinavel,Tamije Perumal,Subhakala Subbaiyan

#SURF #MIL-SVM #LBG #HI

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

Design and Study of Zombie Enterprise Classification and Recognition Systems Based on Ensemble Learning

Shutong Pang,Ziwei Yang,Chengyou Cai,Zhimin Li

#Integrated learning #corporate portrait #classification and identification #strong supervision model

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

Generating Embedding Features Using Deep Learning for Ethnics Recognition

Mohammed Alghaili,Zhiyong Li,Ahmed AlBdairi,Malasy Katiyalath

#Computer vision #machine learning #ethnics identification #deep learning

New Model of Feature Selection based Chaotic Firefly Algorithm for Arabic Text Categorization

Meryeme Hadni,Hassane Hjiaj

#Chaotic method #firefly algorithm #arabic text categorization #feature selection

Utilizing Artificial Bee Colony Algorithm as Feature Selection Method in Arabic Text Classification

Musab Mustafa Hijazi,Akram Zeki,Amelia Ismail

#Artificial bee colony #Arabic text classification #wrapper feature selection #feature selection

Multiclass SVM based Spoken Hindi Numerals

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Event Extraction from Classical Arabic Texts

Abstract: Event extraction is one of the most useful and chal lenging Information Extraction (IE) tasks that can be used in

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