Greetings & Welcome

About the Symposium


The International Symposium on iNnovative Informatics of Biskra (ISNIB) is the succession of the eighth previous editions of SNIB (SNIB'2015, SNIB'2008,..., SNIB'1995). The Symposium provides a professional forum for sharing new findings and results in theory, methodology and application In various areas of computing such as Artificial Intelligence, Image and Computer Vision, Internet-of-Things, Software engineering, Networking, Data mining and optimization.


Bringing together researchers and practitioners from both academia and industry to meet and share cutting-edge development in computer science, information technology, and engineering as well as interdisciplinary research and applications.


Authors are invited to submit high-quality original papers reporting original research of theoretical or applied nature for presentation at the Symposium and publication in the IEEE-ISNIB 2022 Proceedings. All papers will be reviewed and evaluated by at least three independent experts and selected based on their originality, merit, and relevance to the Symposium.

Be a Part of


ISNIB'22 will be held at Mohamed Khider University, Biskra, Algeria.

December 7-8th, 2022

Committees Chairs

Honorary Chairs

  • Ahmed Boutarfaia

    Rector of Mohamed khider University, Biskra, Algeria

  • Abdellah Attaf

    Dean of the faculty of exact sciences, khider University, Biskra, Algeria

Program Chairs

Organizing Chair

Symposium Program

Wednesday , December 7, 2022

Opening Ceremony


Keynote Speaker 1

By Prof. Mohamed Lamine Kherfi, National Higher School of Artificial Intelligence, Algeria


09:50- 10:10: Coffee Break

Keynote Speaker 2

By Prof. Salim Bitam, Mohamed Khider University Biskra , Algeria

10:10 - 11:00

Session 1 : 11:00-12:00

Chairs : Prof. Leila Djerou & Prof. Salim Chikhi
Location: Auditorium

The use of Deep Learning techniques in E-learning systems and MOOCs

By Nihel Fatima Baarir, Samir Bourekkache and Ahmed Aloui


A Deep Learning-based 3D-GAN for Glioma Subregions Detection and
Segmentation in Multimodal Brain MRI volumes

By Adel Kermi, Mohamed Karam Nassim Behaz, Akram Benamar and Mohamed Tarek Khadir


Session 2 : 11:00-12:00

Chairs: Prof. Kamel Eddine Melkemi & Prof. Athmani Baghdad
Location: Videoconference

TabNet Based Prediction Model for ICU admission in Covid-19 patients

By Djihane Houfani, Sihem Slatnia, Okba Kazar, Hamza Saouli, Salah Eddine Henouda, Ikram Remadna and Meftah Zouai


Support vector machine based clustering: A review

By Abou Bakr Seddik Drid, Abdelhamid Djeffal and Abdelmalik Taleb-Ahmed


Session 3: 11:00-12:00

Chairs: Prof. Saidouni Djamel Eddine & Dr. Sahraoui Soumia
Location: Architecture Defense

Fault-tolerance Optimization of Reconfigurable Manufacturing Systems:
Multi-objective Artificial Bee Colony Algorithm for Process Planning

By Fatima Zohra Torki, Leyla Belaiche, Laid Kahloul, Nadia Hamani and Benharzallah Saber


Location based Markov clustering routing protocol versus Density based
clustering routing protocol for Wireless Sensor Networks

By Leila Abbad, Houda Abbad, Azzedine Nacer and Mohammed Taieb Brahim


12:00-14:30: Lunch Break

Keynote Speaker 3

By Dr. Abbas Cheddad, Blekinge Institute of Technology, Sweden


Session 1: 15:30-16:30

Chairs: Prof. Lougmiri Zekri & Dr. Med Lamine Kerdoudi
Location: Auditorium

Leveraging Formal Methods to Blockchain Consensus Protocols:
A Scoping Literature Review

By Wissam Bouzegag, Leyla Belaiche, Laid Kahloul and Hammadi Bennoui


The use of Blockchain in supply chains

By Amira Ailane, Nadia Hamani, Laid Kahloul and Samir Bourekkache


Machine learning Solutions to Model Checking: A Brief Literature Review

By Asma Besbas, Leyla Belaiche, Sihem Slatnia, Laid Kahloul and Mohamed Khalgui


Session 2: 15:30-16:30

Chairs: Prof. Abdelouahab Moussaoui & Dr. Bachir Said
Location: Videoconference

WP-CamemBERT for next location Prediction

By Salah Eddine Henouda, Fatima Zohra Laallam, Okba Kazar, Abdessamed Sassi, Houssam Eddine Aouarib and Djihane Houfani


KEDAS: A validated Arabic Speech Emotion Dataset

By Mourad Belhadj, Elalia Lakhdari and Ilham Bendellali.


A planning framework for QoS based composition services in IOT environment

By Asma Ben Dahmene, Okba Kazar, Khaled Rezeg and Abdelhak Merizig.


Session 3: 15:30-16:30

Chairs: Prof. Abdelkrim Abdelli & Dr. Soheyb Ayad
Location: Architecture Defense

Intelligent Farm Based on Deep Reinforcement Learning for optimal control

By Mohamed Yassine Hanafi, Roufaida Khebbache, Abdelhak Merizig, Khaled Rezeg, Viacheslav P. Shkodyrev and Lotfi Zarour


PAVMORUC: A Protocol Assisted VANets for Managing Offers and Requests in UAV-Cloud

By Sarra Djeradi, Tahar Bendouma and Nasreddine Lagraa


The Multi Agent Nets Architecture as Base for Modelling Smart Home for Elderly

By Asma Bouaita, Yacine Kissoum and Smaine Mazouzi.


16:30-17:00: Coffee Break

Session 1: 17:00-18:00

Chairs: Prof. Lougmiri Zekri & Dr. Med Lamine Kerdoudi
Location: Auditorium

Simulation and Formal Verification in WSNs Empowered by Machine Learning:
A Review

By Siham Zroug, Ikram Remadna, Laid Kahloul and Sadek Labib Terrissa


Random Pixel Selection through Image Cropping for Data Augmentation
and Classification

By Nouara Boudouh and Bilal Mokhtari


SAGA Distributed Transactions Verification Using Maude

By Djerou Manel and Tibermacine Okba.


Session 2: 17:00-18:00

Chairs: Prof. Siham Slatnia & Dr. Fouzi Harrag
Location: Videoconference

Waste Collection Monitoring: Towards a Digital Platform

By Mohamed Fadhlallah Guerri, Mohamed Younes Senoussi, Leyla Belaiche and Laid Kahloul


Parametric Scientific Workflow Scheduling Algorithm in Cloud Computing

By Sarra Hammouti, Belabbas Yagoubi and Sid Ahmed Makhlouf


Usability evaluation from client-side traces using heatmap and system usability scale

By Houcem Rezaiguia and Abdelhamid Djeffal


Session 3: 17:00-18:00

Chairs: Prof. Atmani Baghdad & Dr. Soumia Sahraoui
Location: Architecture Defense

Introducing Generative adversarial networks on Estimation of distribution algorithm
to solve permutation based problems

By Lemtenneche Sami, Cheriet Abdelhakim and Bensayah Abdallah


Machine Learning Techniques for Predicting Heart Diseases

By Dr. Mohammed A. Taha Alkhafagey, Dr. Saif Ali Abd Alradha and Reem A.Hussein


Construction compressed quadtree into m-dimentional crossed cubes
via the embedding

By Aymen Takie Eddine Selmi, Mohamed Faouzi Zerarka and Abdelhakim Cheriet.


Thursday, December 8, 2022

Keynote Speaker 4

By Prof. Tamer Abuhmed, Sungkyunkwan University, Seoul, South Korea


Keynote Speaker 5

By Prof. Mohamed Tayeb Laskri, Kofi Annan University Conakry, Guinea


10:30-11:00: Coffee Break

Session 1: 11:00-12:30

Chairs: Prof. Saber Benharzallah & Dr. Houcine Belouaar
Location: Auditorium

A CNN based architecture for forgery detection in administrative documents

By Maamouli Khadidja, Benhamza Hiba, Djeffal Abdelhamid and Cheddad Abbas


Graph Sampling Aggregators Neural Network for Session-based Recommender
System (GS-SBR)

Abid Rabiha, Said Bachir and Aboub Nourelhouda


Genetic Algorithm-based Optimal Wireless Sensor Network Deployment

Yousra Ben Aissa, Wafa Bouaziz and Amira Mohammedi


Session 2: 11:00-12:30

Chairs: Prof. Moumen Hamouma & Dr. Ahmed Aloui
Location: Videoconference

Block-based copy-move forgery detection in digital images: a survey

By Azeddine Bensaad, Khaled Loukhaoukha and Said Sadoudi


Analysis and Processing of Images in the Encrypted Domain

Yasmina Zine, Meriem Boumehed and Naima Hadj Said


A SIMD Interpreter for Linear Genetic Programming

Tarek Ababsa


Session 3: 11:00-12:30

Chairs: Prof. Rachid Seghir & Dr. Samir Bourekkache
Location: Architecture Defense

Real Time Human Detection by Unmanned Aerial Vehicles

By Walid Guettala, Ali Sayah, Laid Kahloul and Ahmed Tibermacine


A Blockchain-based approach to securing data in smart agriculture

By M'Hamed Mancer, Labib Sadek Terrissa, Soheyb Ayad and Hamed Laouz


AI technologies for Preventing and Predicting Road Accidents - A Review

By Samia Zouaoui, Nourelhouda Zouaoui and Warda Zouaoui


12:30-13:00: Closing

12:30-14:30: Lunch Break

14:30-17:00: Social Event

Tracks (Co-Chairs)

Track 1. Artificial Intelligence

  • Okba Kazar

    Mohamed khider University, Biskra, Algeria

  • Khaled Rezeg

    Mohamed khider University, Biskra, Algeria

Track 2. Image and artificial life

Track 3. Software Engineering

Track 4. Computer Networks

Track 5. Data mining and optimization

Track 6. Parallel Computing and Systems

Submissions & Publication

Authors are invited to submit high-quality original papers reporting original research of theoretical or applied nature for presentation at the conference and publication in the IEEE-ISNIB 2022 Proceedings. All papers will be reviewed and evaluated by at least three independent experts and selected based on their originality, merit, and relevance to the conference.
The manuscripts must be prepared in English, following the IEEE two-column Manuscript Templates for Conference Proceedings (Available here). Submissions will be made using the EasyChair system . The submission link for ISNIB 2022 can be found here


Keynote Speakers


Blekinge Institute of Technology, Karlskrona, Sweden

Mohamed Lamine Kherfi

Kasdi Merbah University , Ouargla , Algeria

Salim Bitam

Mohamed khider University, Biskra, Algeria

Mohamed Tayeb Laskri

Kofi Annan University Conakry, Guinea

Tamer Abuhmed

Sungkyunkwan University, Seoul, South Korea