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

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

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

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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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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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

Hybrid SVM/HMM Model for the Arab Phonemes

Multimedia Information System and Advanced Computin g Laboratory, Sfax University, Tunisia

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Rafik Djemili1, Hocine Bourouba2, and Amara Korba3 1Electronics Department, University of 20 Août, Alge ria 2Electronics Department, University Mentouri of Cons tantine, Algeria 3LASA, University Badji Mokhtar of Annaba, Algeria

# Speaker identification # GMM # SVM

Person-Independent Facial Expression Recognition Based on Compound Local Binary Pattern (CLBP)

2Samsung Bangladesh R & D Center Ltd, Bangladesh 3Department of Computer Science and Engineering, Ahs anullah University of Science and Technology,

# Facial expression recognition # feature descriptor # LBP # SVM # texture encoding

Zernike Moments and SVM for Shape Classification in Very High Resolution

Habib Mahi1, Hadria Isabaten2, and Chahira Serief1 1Earth Observation Division, Centre of Space Techniq ues, Algeria 2Faculty of Computing Science, Boudiaf University, A lgeria

#Zernike moments # building extraction # mean shift # SVM # VHSR satellite images

A Novel Approach for Sentiment Analysis of Punjabi Text using SVM

#Sentiment analysis # subjective lexicon # punjabi language # n-gram modeling # support vector machine

Semantic Similarity based Web Document Classification Using Support Vector Machine

Abstract: With the rapid growth of information on the World Wide Web (WWW), classification of web documents has become

#Document classification # text mining # SVM # latent semantic indexing

An Effective Sample Preparation Method for Diabetes Prediction

Abstract: Diabetes is a chronic disorder caused by metabolic malfunction in carbohydrate metabolism and it has become a

#Diabetes # clustering # classification # K-means # SVM # sample preparation

Using Deep Learning for Automatically Determining Correct Application of Basic Quranic

Jordan University of Science and Technology, Jordan

#Articulation rules (Ahkam Al-Tajweed) # Mel-Frequency Cepstral Coefficient (MFCC) # Linear predictive Code (LPC) # Wavelet Packet Decomposition (WPD) # Hidden Markov Model based Spectral Peak Location (HMM-SPL) # Convolutional Deep Belief Network (CDBN); k-Nearest Neighbors (KNN); Support Vector Machines (SVM); Artificial Neural Network (NN) # Random Forest (RF) # multiclass classifier # bagging; t-Test

Toward a New Arabic Question Answering System Imane Lahbari, Said El Alaoui, and Khalid Zidani

language. In this paper, we describe our question processing and document retrieval as two components of Arabic QAS. First,

#Natural language processing # Arabic question answering system # question classification # taxonomy # machine learning approach # SVM # decision-tree # naive bayes # POS tagging # query expansion # AWN