Hadj Ahmed Bouarara

Hadj Ahmed Bouarara received a license degree in computer Science, Master diploma in computer modeling of knowledge and reasoning, DR and HDR in Web and Knowledge Engineering from Dr. Tahar Moulay University. He is an Associate Professor in computer science department of saida university and a member of the GeCoDe laboratory. He is a part of the project metaheuristic for information retrieva and a member of the team bio mimicry in the GeCoDe laboratory. he has different publications (book, book chapter, articles, conference paper...ect). he was a member in the organisation and PC member in different international conferences such as International Conference on Computer Intelligence and Its Applications (CIIA), CNTA, JERI and other conference. he was a member of saida information technology club and a reviewver Board in different international journal such as IJIRR, IJOCI, JITR, IJSIR ....ect. His research interests Data Mining, Knowledge Discovery, Metaheuristic, Bio-inspired techniques, Retrieval Information, Cloud Computing and images processing.

Publications

Advanced Bioinspiration Methods for Healthcare Standards, Policies, and Reform

Bioinspiration is recognized by the World Health Organization as having great promise in transforming and democratizing health systems while improving the quality, safety, and...

A Computer-Assisted Diagnostic (CAD) of Screening Mammography to Detect Breast Cancer Without a Surgical Biopsy

Breast cancer has become a major health problem in the world over the past 50 years and its incidence has increased in recent years. It accounts for 33% of all cancer cases, and...

Advanced Bioinspiration Methods for Optimisation Problems: Survey and Applications

Over the past decade, solving complex optimization problems with metaheuristics has received considerable attention among practitioners and researchers. As a result, many...

A Parallel Fuzzy Load Balancing Algorithm for Distributed Nodes Over a Cloud System

Cloud Computing is an IT organization concept that places the Internet at the heart of business activity, allowing it to use hardware resources. In recent years, Load Balancing...

A Real-Time System for a Safer Society in the Era of the COVID-19 Pandemic Using New Configurations of YOLO and MobileNet

To create a secure environment that supports public safety, the proposed solution called I3S-Covid19 (Intelligence system for a safer society in covid-19) which consists of...

N-Gram-Codon and Recurrent Neural Network (RNN) to Update Pfizer-BioNTech mRNA Vaccine

In the fight against SARS-CoV-2, Pfizer BioNTech based on synthetic messenger RNA (mRNA) proved to be quicker and more effective even with a small dose of micrograms per...

Sentiment Analysis Using Machine Learning Algorithms and Text Mining to Detect Symptoms of Mental Difficulties Over Social Media

A recent British study of people between the ages of 14 and 35 has shown that social media has a negative impact on mental health. The purpose of the paper is to detect people...

Depressive Person Detection using Social Asian Elephants' (SAE) Algorithm over Twitter Posts

With the advent of the web and the explosion of data sources such as opinion sites, blogs and microblogs appeared the need to analyze millions of posts, tweets or opinions in...

Detection and Prevention of Twitter Users with Suicidal Self-Harm Behavior

Recently, with the development of communication means such as 4G and the rapid growth of the use of mobile devices (smartphones and tablets) the number of twitter users has...

Recurrent Neural Network (RNN) to Analyse Mental Behaviour in Social Media

A recent British study of people between the ages of 14 and 35 has shown that social media has a negative impact on mental health. The purpose of the paper is to detect people...

Deep Convolutional Real Time Model (DCRTM) for American Sign Language (ASL) Recognition

Sign language is a kind of communication rich of expressions, and it has the same properties as spoken languages. In this paper, the authors discuss the use of transfer learning...

Advanced Deep Learning Applications in Big Data Analytics

Interest in big data has swelled within the scholarly community as has increased attention to the internet of things (IoT). Algorithms are constructed in order to parse and...

Sentiment Analysis Using Machine Learning Algorithms and Text Mining to Detect Symptoms of Mental Difficulties Over Social Media

A recent British study of people between the ages of 14 and 35 has shown that social media has a negative impact on mental health. The purpose of the paper is to detect people...

Recurrent Neural Network (RNN) to Analyse Mental Behaviour in Social Media

A recent British study of people between the ages of 14 and 35 has shown that social media has a negative impact on mental health. The purpose of the paper is to detect people...

Detection and Prevention of Twitter Users with Suicidal Self-Harm Behavior

Recently, with the development of communication means such as 4G and the rapid growth of the use of mobile devices (smartphones and tablets) the number of twitter users has...

A Survey of Computational Intelligence Algorithms and Their Applications

This chapter subscribes in the framework of an analytical study about the computational intelligence algorithms. These algorithms are numerous and can be classified in two great...

Privacy Preserving in Video Surveillance Systems Using Regression Residual Convolutional Neural Network in Private and Public Places

In recent years, surveillance video has become a familiar phenomenon because it gives us a feeling of greater security, but we are continuously filmed and our privacy is greatly...

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel With Visual Result Mining

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of...

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel With Visual Result Mining

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of...

Agents Oriented Genetic-K-Means (AOGK) System for Plagiarism Detection

In the last decade, the plagiarism phenomenon has widely spread and become a topical problem in the modern scientific world, caused by the wide availability of electronic...

BHA2: Bio-Inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism

In the last decade, the plagiarism cases were increased and become a topical problem in the modern scientific world, caused by the quantity of textual information available...

A New Algorithm of Grouping Cockroaches Classifier (GCC) for Textual Plagiarism Detection

In the last decade with the new technology, it is important to allow users to access information freely, while at the same time, restrict them from illegal copying and...

Boosting Algorithm and Meta-Heuristic Based on Genetic Algorithms for Textual Plagiarism Detection

Day after day, the plagiarism cases increase and become a crucial problem in the modern world, caused by the quantity of textual information available in the web and the...

Depressive Person Detection using Social Asian Elephants' (SAE) Algorithm over Twitter Posts

With the advent of the web and the explosion of data sources such as opinion sites, blogs and microblogs appeared the need to analyze millions of posts, tweets or opinions in...

A Computer-Assisted Diagnostic (CAD) of Screening Mammography to Detect Breast Cancer Without a Surgical Biopsy

Breast cancer has become a major health problem in the world over the past 50 years and its incidence has increased in recent years. It accounts for 33% of all cancer cases, and...

Multi-Agents Machine Learning (MML) System for Plagiarism Detection

Day after day the cases of plagiarism increase and become a crucial problem in the modern world caused by the quantity of textual information available in the web. As data mining...

Enhanced Artificial Social Cockroaches (EASC) for Modern Information Retrieval

This article deals on an improved version of the recently developed Artificial Social Cockroaches (ASC) algorithm based on several modifications. The EASC has as input a set of...

Bio-Inspired Private Information Retrieval System Over Cloud Service Using the Social Bees' Lifestyle With a 3D Visualisation

In the last decade, a new paradigm had seen the light named Cloud Computing, which allows the delocalization of data and applications on a dematerialized infrastructure...

A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining

In the last few years, the video surveillance system is ubiquitous and can be found in many sectors (banking, transport, industry) or living areas (cities, office building, and...

BHA2: Bio-inspired Algorithm and Automatic Summarisation for Detecting Different Types of Plagiarism

In the last decade, the plagiarism cases were increased and become a topical problem in the modern scientific world, caused by the quantity of textual information available...

A Survey of Computational Intelligence Algorithms and Their Applications

This chapter subscribes in the framework of an analytical study about the computational intelligence algorithms. These algorithms are numerous and can be classified in two great...

A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining

The popularization of computers, the number of electronic documents available online /offline and the explosion of electronic communication have deeply rocked the relationship...

Hybridization Between Scoring Technique and Similarity Technique for Automatic Summarization by Extraction

To generate a summary automatically, the theory gives three approaches: by classification, by understanding or by extraction which is the most used and easy to implement. The...

New Supervised Approach for Plant Leaves Classification using Artificial Social Bees

Life is based on plants, They are the major source of oxygen, food, and medicines. And biology is one of the major research in last years, but scientists don't stop on...

Swarm Intelligence Methods for Unsupervised Images Classification: Applications and Comparative Study

Nowadays, Google estimates that more than 1000 billion the number of images on the internet where the classification of this type of data represents a big problem in the...

Artificial Haemostasis System for Modern Information Retrieval with 3D Result-Mining

The Human, existed since millions of years and consequently, be inspired from the physiological phenomenon of the human body organs is something really interesting. This is the...

New Bio Inspired Techniques in the Filtering of Spam: Synthesis and Comparative Study

The internet era promotes electronic commerce and facilitates access to many services. In today's digital society the explosion in communication has revolutionized the field...

Enhanced Artificial Social Cockroaches (EASC) for Modern Information Retrieval

This article deals on an improved version of the recently developed Artificial Social Cockroaches (ASC) algorithm based on several modifications. The EASC has as input a set of...

A New Algorithm of Grouping Cockroaches Classifier (GCC) for Textual Plagiarism Detection

In the last decade with the new technology, it is important to allow users to access information freely, while at the same time, restrict them from illegal copying and...

De-Identification of Unstructured Textual Data using Artificial Immune System for Privacy Preserving

The development of new technologies has led the world into a tipping point. One of these technologies is the big data which made the revolution of computer sciences. Big data has...

Bio-Inspired Techniques in the Clustering of Texts: Synthesis and Comparative Study

Today, the development of a large scale access network internet/intranet has increased the amount of textual information available online/offline, where billions of documents...

Novel Bio-Inspired Technique of Artificial Social Cockroaches (ASC)

This paper deals about a new bio-inspired algorithm that can be classified in the family of swarm optimization algorithms. The authors' algorithm, which is called Artificial...

A Fireworks Algorithm for Modern Web Information Retrieval with Visual Results Mining

The popularization of computers, the number of electronic documents available online /offline and the explosion of electronic communication have deeply rocked the relationship...

Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data

Nowadays, Social networks and cloud services contain billions of users over the planet. Instagram, Facebook and other networks give the opportunity to share images. Users upload...

New Swarm Intelligence Technique of Artificial Social Cockroaches for Suspicious Person Detection Using N-Gram Pixel with Visual Result Mining

In the last decade, surveillance camera technology has become widely practiced in public and private places to ensure the safety of individuals. Merely, face to limits of...

A New Swarm Intelligence Technique of Artificial Haemostasis System for Suspicious Person Detection with Visual Result Mining

In the last few years, the video surveillance system is ubiquitous and can be found in many sectors (banking, transport, industry) or living areas (cities, office building, and...

Clustering of Human Gestures Images Using 3D Cellular Automata and N-Gram Pixels with a Visualisation aspect

With the coming of cyberspace and the development of communication tools such as social networks. Now, the digital society is enriched continually by new content, especially the...

Bio-Inspired Private Information Retrieval System over Cloud Service Using the Social Bees' Lifestyle with a 3D Visualisation

In the last decade, a new paradigm had seen the light named Cloud Computing, which allows the delocalization of data and applications on a dematerialized infrastructure...

A Novel Bio-Inspired Approach for Multilingual Spam Filtering

In today's digital world the email service has revolutionized the sphere of electronic communication. It has become a veritable social phenomenon in our daily life....

Boosting Algorithm and Meta-Heuristic Based on Genetic Algorithms for Textual Plagiarism Detection

Day after day, the plagiarism cases increase and become a crucial problem in the modern world, caused by the quantity of textual information available in the web and the...

Application of Meta-Heuristics Methods on PIR Protocols Over Cloud Storage Services

The term of big, data is an important concept that represents the exponential growth of volume and variety of data collection, one of the advantages of this technology is the...

Text Clustering using Distances Combination by Social Bees: Towards 3D Visualisation Aspect

Recently, the researchers proved that 90% of the information existed on the web, were presented in unstructured format (text free). The automatic text classification...