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

Effects of Using Arabic Web Pages in Building Rank Estimation Algorithm for Google Search Engine Results Page

Mohamed Almadhoun,Nurul Malim

#Web data mining #search engine optimization #search engine results pages #rank estimation #scrap search engine #machine learning #digital marketing

Establishing Cause-Effect Relationships from Medical Treatment Data in Intensive Care Unit Settings

Mohammed Abebe Yimer,Özlem Aktaş,Süleyman Sevinç,Ali Rıza Şişman

#Capture variances #cause-effect relationships #causal inference #decision making #principal component analysis

A Robot Path Planning Method Based on Synergy Behavior of Cockroach Colony

Le Cheng,Lyu Chang,Yanhong Song,Haibo Wang,Yuetang Bian

#Cooperative learning #robot path planning #fibonacci transformation #controlling parameters #path compression technique

Hybrid Feature Selection based on BTLBO and RNCA to Diagnose the Breast Cancer

Mohan Allam,Nandhini Malaiyappan

#Hybrid feature selection #binary teaching learning based optimization #neighborhood component analysis

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

Machine Learning Models for Statistical Analysis

Marko Grebovic,Luka Filipovic,Ivana Katnic,Milica Vukotic,Tomo Popovic

#Machine learning #artificial neural networks #statistical models #accuracy measures

A Comparative Study of Different Pre-Trained Deep Learning Models and Custom CNN for Pancreatic Tumor Detection

Muhammed Talha Zavalsız,Sleiman Alhajj,Kashfia Sailunaz,Tansel Ozyer,Reda Alhajj

#Deep learning #medical image #pancreatic tumor detection #convolutional neural networks #pancreatic ductal adenocarcinoma

An Adaptive Traffic Lights System using Machine Learning

Mohammad Ashraf Ottom,Ahmad Al-Omari

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

A Statistical Framework for Identification of

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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

2009 Filtering Spam E-Mail from Mixed Arabic and

Alaa El-Halees

#Anti-spam filtering # machine learning techniques # text data mining

Features

#Port identification # deep packet inspection # netflow flow # machine learning

A New Approach for Arabic Named Entity Recognition

Abstract: A Named Entity Recognition (NER) plays a noteworthy role in Natural Language Processing (NLP) research, since

#Arabic NE # machine learning # web document # information retrieval # information extraction

(2) Combining Instance Weighting and Fine Tuning for

Khalil El Hindi

#Naïve bayesian algorithm # classification # machine learning # noisy data sets # instance weighting

Development of a Hindi Named Entity Recognition System without Using Manually Annotated

Abstract: Machine learning based approach for Named Entity Recognition (NER) requires sufficient annotated corpus to

#Natural language processing # machine learning # named entity recognition # resource scarcity # language transfer # semi-supervised learning

An Empirical Study to Evaluate the Relationship of Object-Oriented Metrics and Change Proneness

Abstract: Software maintenance deals with changes or modifications which software goes through. Change prediction models

#Change proneness # empirical validation # machine learning # object-oriented and software quality

Machine Learning based Intelligent Framework for Data Preprocessing

Abstract: Data preprocessing having a pivotal role in data mining ensures reduction in cost by catering inconsistent,

#Machine learning # hidden markov model # conditional random fields # preprocessing

Evaluating Social Context in Arabic Opinion Mining Mohammed Al-Kabi1, Izzat Alsmadi2, Rawan Khasawneh3, and Heider Wahsheh4 1Computer Science Department, Zarqa University, Jordan 2Computer Science Department, University of New Haven, USA 3Computer Information Systems Department, Jordan University of Science and Technology, Jordan 4Computer Science Department, King Khaled University, Saudi Arabia

balanced benchmark corpus. To accomplish this study ten Arabic lexicons were constructed manually, and a new tool called

#Big data # social networks # sentiment analysis # Arabic text classification # and analysis # opinion mining