Search Results - "2020 4th International Symposium on Informatics and its Applications (ISIA)"

Preface

“…Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the…”
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Evaluating SIAMESE Architecture Neural Models for Arabic Textual Similarity and Plagiarism Detection by Aliane, Ahmed Amine, Aliane, Hassina

“…Semantic text similarity in NLP is the study of the degree of resemblance between texts using a certain metric. It has many applications in tasks such as…”
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Attention-based networks for analyzing inappropriate speech in Arabic text by Berrimi, Mohamed, Moussaoui, Abdelouaheb, Oussalah, Mourad, Saidi, Mohamed

“…Analyzing social media posts and comments has become a critical task to prevent cyberbullying and hate speech. In this work we present a classification models…”
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Brain MRI Segmentation Using a Fast Fuzzy c-means Algorithm by Moussa, Semchedine, Chouaib, Serti

“…In this paper, we introduced a fast version of Fuzzy C-Means (FCM) algorithm for the task of brain MRI segmentation. In the proposed algorithm FaFCM (Fast…”
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Annotating Arabic Texts with Linked Data by Bouziane, Abdelghani, Bouchiha, Djelloul, Doumi, Noureddine

“…The evolution of the traditional Web towards the semantic Web allows the machine to be a first-order citizen on the Web and increases discoverability of and…”
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Towards Service Ontology for Web Services Storage and Discovery by Kaouan, Moussa, Bouchiha, Djelloul, Benslimane, Sidi Mohamed, Boukli-Hacene, Sofiane

“…The ontology has marked its presence in several research fields in order to address issues in knowledge modeling' Artificial Intelligence, classification,…”
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Telemedicine Meets Augmented Reality: Healthcare Services Delivery and Distance Training by Kenoui, Mauna

“…The socio-economic impact of telemedicine is no longer to be proven; the perceived benefits are for the patients themselves, for the different practitioners…”
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A novel m-Health system for epidemic tracking and prediction using Big Data and Electronic health record by Soussi, Mohammed Bouziane, Hadjila, Mourad, Merzougui, Rachid

“…In modern cities, the investigation of an outbreak using the traditional systems is a time- consuming task that requires collecting and processing complex…”
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Artificial Intelligence Facing COVID-19 Pandemic for Decision Support in Algeria by Seyfallah, Bouraoui, Benkedjouh, Tarak

“…In this paper, we presents a new mathematical formula for COVID-19 spread virus based on polynomial regression. Although this statistical estimation aims to…”
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A technique for developping mobile applications by ElMahdi Bourahla, Aissa, Bourahla, Mustapha

“…Software engineering principles are very required for the development of mobile applications, which are necessary for many life applications. In this paper, we…”
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Vector Ordering Algorithms for Morphological Multi-Valued Operators Using Improved F-score Technique and Numeral Systems by L'haddad, Samir, Kemmouche, Akila

“…Mathematical morphology (MM) is an effective tool for modeling the spatial information and characterizes objects present in a satellite image. Morphological…”
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A new Reinforcement Learning based for Energy-efficient Multi-channel Data Gathering in Wireless Sensor Networks by Sahraoui, Mohamed, Bilami, Azeddine

“…Wireless sensing networks (WSNs) have attracted widespread attention in the last few years as they have become necessary in recent fields such as the Internet…”
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An efficient Genetic Algorithm with Modified Crossover Operator for Community Detection in Social Networks by Benazi, Makhlouf, Lamiche, Chaabane

“…The study of community structure in social networks has become a popular topic in recent years. Many methods for detecting communities from networks have been…”
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A container placement approach in a containership based on the electre 2 method by Tahiri, Hocine, Yachba, Khadidja, Bouamrane, Karim

“…Maritime transport consists of moving goods or people mainly by sea. The sea route is one of the major channels through which goods are moved across the world…”
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Objects Counting in Videos via Deep Learning and Image Processing by Labeni, Merouane, Boufenar, Chaouki, Taffar, Mokhtar

“…Objects counting in video frames is an important field of research that provides appropriate information about objects and their groups in video streams. An…”
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Protein structure prediction in the HP model using scatter search algorithm by Nabil, Boumedine, Sadek, Bouroubi

“…Predicting the 3D native structure of proteins using their amino acid sequences. The aim of PFP is to predict the best conformation of a given amino acid…”
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Applying game design approach to build web-based collaborative tool with better social presence by Boutefara, Tarek, Mahdaoui, Latifa

“…The classical online collaboration tools use text as the main medium for communication. This limitation leaves users in an isolation sensation that can affect…”
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Improving teoretic train driving time with AI and TensorFlow by Krsak, Emil, Kello, Tomas

“…The aim of that paper is to improve theoretic train driving time between stations with use of machine learning and framework TensorFlow. For fluent train…”
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An effective multi-objective hybrid local search method for the optimal web services composition by Azouz, Yacine, Boughaci, Dalila

“…This paper proposes an effective hybrid local search method for solving the Web service composition problem. We propose to combine the variable neighborhood…”
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Formalization and Refinement Proof for Embedded Systems by Bezza, Asma, Merah, Elkamel, Ameur-Boulifa, Rabea, Benaboud, Rohallah, Messaoud Maarouk, Toufik

“…This article deals with the verification of refinement of embedded systems. It's about demonstrating the correctness of the refinement engendered by…”
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