Retina Disorders Classification via OCT Scan: A Comparative Study between Self-Supervised Learning and Transfer Learning

Saeed Shurrab,Yazan Shannak,Rehab Duwairi

#OCT images #retina disorders #self-supervised learning #transfer learning #resnet34

Convolutional Neural Network Based Hand Gesture Recognition in Sophisticated Background for Humanoid Robot Control

Ali Yildiz,Nurettin Gökhan Adar,Ahmet Mert

#Hand gesture recognition #human-robot interaction #robot control #convolutional neural network #deep learning

An Adaptive Traffic Lights System using Machine Learning

Mohammad Ashraf Ottom,Ahmad Al-Omari

#Traffic time management #image processing and objects detection #vehicles dataset

1

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An Artificial Neural Network Approach for

Department of Computer Science, COMSATS Institute o f Information Technology, Pakistan

#Sentence boundary identification # feed forwardneura l network # back propagation learning algorithm

# HAR # EICA # GDA # HMM

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

Face Image Super ResolutionviaAdaptive-Block PCA

and Technology University,China

#SR #face image # adaptive-block # PCA

Arabic/Farsi Handwritten Digit Recognition using

Department of Electrical and Computer Engineering, Yazd University, Iran

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Abed Ahcène1, 2 and Guerti Mhania1 1Laboratoire Signal et Communications, Ecole Nationa le Polytechnique, Algeria 2Scientific and Technical Research Center for the Development of the Arabic Language, Algeria

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An Innovative Two-Stage Fuzzy kNN-DST

1

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LARISMIRACL

#Anaphora resolution # Arabic language # corpus annota tion tool # pronominal anaphora # lexical anaphora

Handwriting Arabic Character Recognition LeNet Using Neural Network

#Arabic character recognition # neural network # LeNet

A Hybrid Approach for Urdu Sentence Boundary

Zobia Rehman and Waqas Anwar

# Sentence boundary disambiguation # unigram model

Neural Disparity Map Estimation from Stereo Image

Abstract: In this paper, we propose a new approach of dense disparity map computing based on the neural network from pair

# Neural network # disparity map # segmentation # uncalibrated cameras

# Chaotic optimization # GA # CGA # SVR # volatility

The International Arab Journal of Information Techn ology, Vol. 11, No. 2, March 2014

(AMFCLDA)

#AMFC # LDA # MMC # quick hull # mRMR

# IP-Flow # netflow # NB # KNN # scanning worms # email wo rms