Dr Mohamed Elhadi Rahmani

أستاذ باحث في الإعلام الآلي

قسم الإعلام الآلي كلّية الرياضيات والإعلام الآلي

نبذة

الدكتور محمد الهادي رحماني أستاذ باحث في الإعلام الآلي بجامعة سعيدة الدكتور مولاي الطاهر (الجزائر)، وعضو بمخبر GeCoDe (توليد وتبليغ المعطيات الموزّعة). أتمّ كامل مساره الجامعي في هذه المؤسسة: ليسانس في الإعلام الآلي سنة 2012، ثم ماستر في نمذجة المعارف والاستدلال سنة 2014، فدكتوراه في الإعلام الآلي سنة 2018 بأطروحة خُصّصت للنمذجة المعلوماتية وتحليل النظم البيئية. تنصبّ أعماله البحثية على التعلّم الآلي والتعلّم العميق والخوارزميات المستوحاة من الطبيعة (مستعمرات النحل، وتحديد المواقع بالصدى لدى الخفافيش، وخوارزمية الثقوب السوداء، والألعاب النارية) والذكاء الاصطناعي المطبَّق على إشكاليات واقعية: التعرّف على صور النباتات، والتنبّؤ بالأخطار الزلزالية، والنمذجة المناخية، وكشف أعطال الروبوتات، والتعرّف على لغة الإشارة الأمريكية (ASL)، ومؤخّرًا التعلّم الموحَّد وسلسلة الكتل (Blockchain) للكشف التعاوني الآمن عن داء السكري. وإلى جانب نشاطه الأكاديمي، فهو مطوّر ومدوّن، صاحب موقع argelhadi.wordpress.com الذي يشارك فيه دروسًا في البرمجة (Java وC# وAndroid وPHP/MySQL وPython وR وHTML5/CSS وJavaScript وjQuery وXAML). ويبلغ رصيده حتى اليوم مؤشّر h قدره 6، ومؤشّر i10 قدره 4، وأكثر من 120 استشهادًا على Google Scholar.

مجالات البحث

الخوارزميات المستوحاة من الطبيعةالتعلم الآليالتعلم العميقالذكاء الاصطناعي التوليديالروبوتاتنمذجة النظم البيئيةالتعلم الموحد والبلوك تشين

المنشورات العلمية

20251 منشور

GenDiabSec: A Federated Recurrent Neural Network with Multistage DNAGen and Blockchain for Secure Collaborative Diabetes Detection
Iranian Journal of Science and Technology, Transactions of Electrical Engineering

20221 منشور

Deep Convolutional Real Time Model (DCRTM) for American Sign Language (ASL) Recognition
International Journal of Security and Privacy in Pervasive Computing (IJSPPC), 14(1), 1-13
DOI: 10.4018/ijsppc.309079

20211 منشور

Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection
Neural Processing Letters, 53(6), 4527-4547
DOI: 10.1007/s11063-021-10610-x

20191 منشور

Ecological Data Exploration
Advanced Metaheuristic Methods in Big Data Retrieval and Analytics

20184 منشور

Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon
International Journal of Information Retrieval Research (IJIRR), 8(2), 25-39
DOI: 10.4018/IJIRR.2018040102
New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models
Climate Change and Environmental Concerns: Breakthroughs in Research and Applications (also IJSIR 8(3))
DOI: 10.4018/IJSIR.2017070103
Bagging Approach for Medical Plants Recognition Based on Their DNA Sequences
International Journal of Social Ecology and Sustainable Development (IJSESD)
Bio-Inspired Algorithms for Ecosystem Data Analysis
Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management

20172 منشور

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction
International Journal of Swarm Intelligence Research (IJSIR), 8(3), 1-18
DOI: 10.4018/IJSIR.2017070101
Clustering Based Sampling for Learning from Unbalanced Seismic Data Set
International Journal of Geotechnical Earthquake Engineering (IJGEE), 8(2), 1-22

20164 منشور

Supervised Machine Learning for Plants Identification Based on Images of Their Leaves
International Journal of Agricultural and Environmental Information Systems, 7(4), 17-31
DOI: 10.4018/IJAEIS.2016100102
Hybridization Between Scoring Technique and Similarity Technique for Automatic Summarization by Extraction
International Journal of Organizational and Collective Intelligence (IJOCI), 6(1), 1-14
DOI: 10.4018/IJOCI.2016010101
New Supervised Approach for Plant Leaves Classification using Artificial Social Bees
International Journal of Organizational and Collective Intelligence (IJOCI), 6(1), 15-28
DOI: 10.4018/IJOCI.2016010102
A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic Hazards Detection
Modelling and Implementation of Complex Systems: Proceedings of the 4th Conference

20155 منشور

A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders
IFIP International Conference on Computer Science and its Applications (CIIA 2015), 193-204
DOI: 10.1007/978-3-319-19578-0_16
Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries
International Journal of Cognitive Informatics and Natural Intelligence, 9(3), 65-86
DOI: 10.4018/IJCINI.2015070104
Plant Leaves Classification
ALLDATA 2015 Conference
Privacy Preserving Through Fireworks Algorithm Based Model for Image Perturbation in Big Data
International Journal of Swarm Intelligence Research (IJSIR), 6(3), 41-58
DOI: 10.4018/IJSIR.2015070103
A New Bio-Inspired Technique of Artificial Social Cockroaches for Spam Detection with Visual Result Mining
Networking and Advanced Systems Conference

في نفس القسم

زملاء القسم

القسم →

Dr Mohamed Elhadi Rahmani

نبذة

مجالات البحث

المنشورات العلمية

GenDiabSec: A Federated Recurrent Neural Network with Multistage DNAGen and Blockchain for Secure Collaborative Diabetes Detection

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

Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection

Ecological Data Exploration

Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon

New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models

Bagging Approach for Medical Plants Recognition Based on Their DNA Sequences

Bio-Inspired Algorithms for Ecosystem Data Analysis

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction

Clustering Based Sampling for Learning from Unbalanced Seismic Data Set

Supervised Machine Learning for Plants Identification Based on Images of Their Leaves

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

New Supervised Approach for Plant Leaves Classification using Artificial Social Bees

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic Hazards Detection

A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders

Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries

Plant Leaves Classification

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

A New Bio-Inspired Technique of Artificial Social Cockroaches for Spam Detection with Visual Result Mining

زملاء القسم

Reda Mohamed HAMOU

Hanane MENAD

Mebarka YAHLALI

Noureddine DOUMI

Dr Mohamed Elhadi Rahmani

نبذة

مجالات البحث

المنشورات العلمية

GenDiabSec: A Federated Recurrent Neural Network with Multistage DNAGen and Blockchain for Secure Collaborative Diabetes Detection

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

Multi-stage Genetic Algorithm and Deep Neural Network for Robot Execution Failure Detection

Ecological Data Exploration

Sonar Data Classification Using a New Algorithm Inspired from Black Holes Phenomenon

New Approach Based on Termite's Hill Building for Prediction of Successful Simulations in Climate Models

Bagging Approach for Medical Plants Recognition Based on Their DNA Sequences

Bio-Inspired Algorithms for Ecosystem Data Analysis

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic States Prediction

Clustering Based Sampling for Learning from Unbalanced Seismic Data Set

Supervised Machine Learning for Plants Identification Based on Images of Their Leaves

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

New Supervised Approach for Plant Leaves Classification using Artificial Social Bees

A Novel Bio Inspired Algorithm Based on Echolocation Mechanism of Bats for Seismic Hazards Detection

A New Multi-layered Approach for Automatic Text Summaries Mono-Document Based on Social Spiders

Hybridization of Social Spiders and Extractions Techniques for Automatic Text Summaries

Plant Leaves Classification

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

A New Bio-Inspired Technique of Artificial Social Cockroaches for Spam Detection with Visual Result Mining

زملاء القسم

Reda Mohamed HAMOU

Hanane MENAD

Mebarka YAHLALI

Noureddine DOUMI