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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Kernel Logistic Regression Algorithm for Large Scale Data Classification

classification problems. However, it is often not f ound in large+scale data classification problems an d this is mainly because it

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Two Layer Defending Mechanism against DDoS Attacks

# DDoS # hop count # IP2HC table # clustering # IP spoofi ng # testbed

Sajid Khan1, Muhammad Nazir2, Naveed Riaz3 and Muhammad Khan4

# Gender classification # feature extraction # pattern recognition # active shape model # real world face im ages

afak Saraydemir1, Necmi Tapınar2, Osman Eroğul3 and Hülya Kayserili4 1Department of Electronics Engineering, Turkish Mili tary Academy, Turkey 2Department of Electrical and Electronics Engineering, Erciyes University, Turkey 3Department of Biomedical Engineering Centre, Gülhan e Military Medicine Academy, Turkey 4Department of Medical Genetics, Đstanbul University Medicine Faculty, Turkey

#Dysmorphology # GWT # Principal component analysis # f ace recognition # SVM # K+NN

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

An Anti-Spam Filter Based on One-Class IB Method in Small Training Sets

Abstract:We present an approach to email filtering based on one-class Information Bottleneck (IB) method in small training

#IB method # one-class IB # anti-spam filter # Small training sets