Hierarchical Method for Automated Text Documents Classification

Mohamed H. Mousa,Ayman E. Khedr,Amira M. Idrees

#Classification #knowledge discovery #text mining #feature selection #TF-IDF #natural language processing #hierarchical based

An Improved Q-Learning Algorithm Integrated into the Aloha Anti-Collision Protocol for Energy-Efficient RFID Systems

Van-Hoa Le,Duc-Nhat-Quang Nguyen,Viet-Minh-Nhat Vo

#RFID system #aloha protocol #anti-collision #Q-learning #energy-efficiency

A Review of SDLCs for Big Data Analytics Systems in the Context of Very Small Entities Using the ISO/IEC 29110 Standard-Basic Profile

David Montoya-Murillo,Manuel Mora,Sergio Galvan-Cruz,Angel Munoz-Zavala,Francisco Alvarez-Rodriguez

#BDAS #SDLC #ISO/IEC-29110-standard for VSEs #CRISP-DM #BSPL #TDSP and DDSL

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

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

Using Deep Learning for Profitable Concrete Forecasting Methods

Ayat Al-Hinawi,Radwan Alelaimat

#Concrete performance prediction #machine learning #deep learning #construction management #regression

3D VAE Video Prediction Model with Kullback Leibler Loss Enhancement

Zahraa Al Mokhtar,Shefa Dawwd

#3D sampling stage #kullback leibler loss #temporal 3D sampling stage #three dimensional RNN layers #variational autoencoder

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

From Neutrosophic Soft Set to Effective Neutrosophic Soft Set Generalizations and Applications

Sumyyah Al-Hijjawi,Abd Ghafur Ahmad,Shawkat Alkhazaleh

#Soft set #neutrosophic soft set #effective set #effective fuzzy soft set #effective neutrosophic soft set

Loitering Based Human Crime Detection in Video Surveillance using Beluga Whale Adam Dingo Optimizer and Deep Convolutional Neural Network

Nischita Waddenkery,Shridevi Soma

#Video surveillance #loitering behavior #human crime detection #enhanced euclidean distance #deep learning

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

Turning Point Induced Knowledge Forecasting under Uncertainties (TrIK)

Jagtap Vinyak,Kulkarni Parag,Joshi Pallavi

#Time series forecasting #shoulder area #turning point #knowledge discovery #surprise #uncertainty

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

Software Quality Assessment Approach using Analytical Hierarchical Model: Applied in SMEs

Abeer Hamed,Alaa Riad,Ramadan Mowad,Hazem El-Bakry

#Analytical hierarchical process #cost of defects metrics #cost of software quality metrics #reliability metrics #small and medium enterprises #software quality

Turning Point Induced Knowledge Forecasting under Uncertainties (TrIK)

Jagtap Vinyak,Kulkarni Parag,Joshi Pallavi

#Time series forecasting #shoulder area #turning point #knowledge discovery #surprise #uncertainty

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

Software Quality Assessment Approach using Analytical Hierarchical Model: Applied in SMEs

Abeer Hamed,Alaa Riad,Ramadan Mowad,Hazem El-Bakry

#Analytical hierarchical process #cost of defects metrics #cost of software quality metrics #reliability metrics #small and medium enterprises #software quality

Classification of Breast Cancer using Ensemble Filter Feature Selection with Triplet Attention Based Efficient Net Classifier

Bangalore Nagaraj Madhukar,Shivanandamurthy Hiremath Bharathi,Matta Polnaya Ashwin

#Breast cancer classification #histopathology image #ensemble filter feature selection #triplet attention based EfficientNet #TAENet

Scrupulous SCGAN Framework for Recognition of Restored Images with Caffe based PCA Filtration

Khushboo Agarwal,Manish Dixit

#Computer vision #face recognition #image restoration #occlusions #pre-processing #spatial information #PCA #GAN networks

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