Department
Departement of ELECTRONICS
Research Interests
Contact Info
University of M'Sila, Algeria
On the Web:
Recent Publications
Enhancing water quality index prediction: A comprehension evaluation of gaussian noise augmentation in hybrid ensemble machine learning model
Citation
M. LADJAL Mohamed, (2025-12-10), "Enhancing water quality index prediction: A comprehension evaluation of gaussian noise augmentation in hybrid ensemble machine learning model", [international] The 2nd International Conference of Advanced Technology in Electronic and Electrical Engineering (ICATEEE2025) , M’sila, Algeria
Lattice constant prediction of ABX3 and A2BB′X6 perovskites using autoregressive type 3 fuzzy model optimized by extended Kalman filter
Citation
M. LADJAL Mohamed, (2025-11-21), "Lattice constant prediction of ABX3 and A2BB′X6 perovskites using autoregressive type 3 fuzzy model optimized by extended Kalman filter", [national] Computational Materials Science , Elsevier
AI-Powered Prediction of Structural and Electronic Properties of Emerging Semiconductor Materials
Citation
M. LADJAL Mohamed, (2025-11-15), "AI-Powered Prediction of Structural and Electronic Properties of Emerging Semiconductor Materials", [international] The 4th international conference on materials science and engineering and their impact on the environment Icmse’2025 , Sidi bel abbEs
SVR-BASED INTELLIGENT MODELLING WITH SOM FEATURES SELECTION FOR WATER QUALITY INDEX PREDICTION
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M. LADJAL Mohamed, (2025-09-02), "SVR-BASED INTELLIGENT MODELLING WITH SOM FEATURES SELECTION FOR WATER QUALITY INDEX PREDICTION", [international] 12th International Congress on Fundamental and Applied Sciences (ICFAS2025) , Istanbul, Turkey
State-Space Identification of a Nonlinear Photovoltaic System Using a Bidirectional Long Short-Term Memory (BiLSTM) Recurrent Neural Network
Citation
M. LADJAL Mohamed, (2025-08-31), "State-Space Identification of a Nonlinear Photovoltaic System Using a Bidirectional Long Short-Term Memory (BiLSTM) Recurrent Neural Network", [national] Journal Européen des Systèmes Automatisés , IIETA
A Clustering-driven Strategy Utilizing Dbscan For Detecting Outliers In Water Quality Data.
Citation
M. LADJAL Mohamed, (2025-07-27), "A Clustering-driven Strategy Utilizing Dbscan For Detecting Outliers In Water Quality Data.", [national] Communication science et technologie , ASJP/ ESSN 2773-3483
ANFIS-Based intelligent modelling with PCA features selection for optimal Coagulant Dosage in drinking water quality monitoring
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M. LADJAL Mohamed, (2025-06-20), "ANFIS-Based intelligent modelling with PCA features selection for optimal Coagulant Dosage in drinking water quality monitoring", [international] 2nd International Conference on Engineering, Natural Sciences, and Technological Developments (ICENSTED 2025) , Bayburt, Turkey
A Clustering-Driven Strategy Utilizing DBSCAN for Detecting Outliers in Water Quality Data
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M. LADJAL Mohamed, (2025-06-11), "A Clustering-Driven Strategy Utilizing DBSCAN for Detecting Outliers in Water Quality Data", [national] First National Conference on Innovation in Data Engineering and AI Science , Oran, Algeria
Anomaly Detection Based on DBSCAN clustering approach for Water Quality Assessment
Citation
M. LADJAL Mohamed, (2025-05-06), "Anomaly Detection Based on DBSCAN clustering approach for Water Quality Assessment", [national] , The First National Conference on Renewable Energies and Advanced Electrical Engineering (NC-REAEE'25) , M’sila, Algeria
Enhancing ECG signal quality through wavelet-based denoising
Citation
M. LADJAL Mohamed, (2025-04-22), "Enhancing ECG signal quality through wavelet-based denoising", [national] The 1st National Conference on Emerging Trends in Engineering and Technology (NC2ET’25). , mascara, Algeria
Hybrid FFT-ARMA-Burg Modeling and LSTM-Enhanced BBO Optimization for Fault Diagnosis in Induction Motors
Citation
M. LADJAL Mohamed, (2025-03-31), "Hybrid FFT-ARMA-Burg Modeling and LSTM-Enhanced BBO Optimization for Fault Diagnosis in Induction Motors", [national] Journal of Engineering and Technology for Industrial Applications , Galileo Institute of Technology and Education of the Amazon (ITEGAM)
HIL co-simulation of an optimal hybrid fractional-order type-2 fuzzy PID regulator based on dSPACE for quadruple tank system
Citation
M. LADJAL Mohamed, (2025-03-04), "HIL co-simulation of an optimal hybrid fractional-order type-2 fuzzy PID regulator based on dSPACE for quadruple tank system", [national] scientific reports , Nature Research
Computational investigation on the structural, electronic and optical characteristics of earth-abundant solar absorbers Cu2BeSnX4 (X= S, Se, Te)
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M. LADJAL Mohamed, (2024-07-01), "Computational investigation on the structural, electronic and optical characteristics of earth-abundant solar absorbers Cu2BeSnX4 (X= S, Se, Te)", [national] Optik , Elsevier
A Novel ANN-ARMA Scheme Enhanced by Metaheuristic Algorithms for Dynamical Systems and Time Series Modeling and Identification
Citation
M. LADJAL Mohamed, (2024-06-21), "A Novel ANN-ARMA Scheme Enhanced by Metaheuristic Algorithms for Dynamical Systems and Time Series Modeling and Identification", [national] Revue d'Intelligence Artificielle , IIETA
Assessment of the Physico-Chemical Quality of Untreated and Treated Water Using Water Quality Index (WQI) in the Ain Zada Dam, East Algeria
Citation
M. LADJAL Mohamed, (2024-03-28), "Assessment of the Physico-Chemical Quality of Untreated and Treated Water Using Water Quality Index (WQI) in the Ain Zada Dam, East Algeria", [national] Asian Journal of Water, Environment and Pollution , IOS Press
Perovskite lattice constant prediction framework using optimized artificial neural network and fuzzy logic models by metaheuristic algorithms
Citation
M. LADJAL Mohamed, (2023-12-01), "Perovskite lattice constant prediction framework using optimized artificial neural network and fuzzy logic models by metaheuristic algorithms", [national] Materials Today Communications , Elsevier
Classification and prediction of water quality using deep learning techniques
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M. LADJAL Mohamed, (2023-07-11), "Classification and prediction of water quality using deep learning techniques", [international] Hybrid Conference on Nonlinear Science and Complexity, ICNSC2023 , Istanbul-Turkey
Classification and prediction of water quality index using deep learning techniques
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M. LADJAL Mohamed, (2023-07-10), "Classification and prediction of water quality index using deep learning techniques", [international] International Conference on Nonlinear Science and Complexity (ICNSC, 2023) , Turkey.
Optimization of PI Controller Parameters by GWO Algorithm for Five-Phase Asynchronous Motor
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M. LADJAL Mohamed, (2023-05-22), "Optimization of PI Controller Parameters by GWO Algorithm for Five-Phase Asynchronous Motor", [national] Energies , MDPI
Optimization of PI Controller Parameters by GWO Algorithm for Five-Phase Asynchronous Motor
Citation
M. LADJAL Mohamed, (2023-05-18), "Optimization of PI Controller Parameters by GWO Algorithm for Five-Phase Asynchronous Motor", [national] Energies , Licence MDPI, Basel, Switzerland
EMD Based Average Wavelet coefficient method for ECG Signal Denoising
Citation
M. LADJAL Mohamed, (2023-04-17), "EMD Based Average Wavelet coefficient method for ECG Signal Denoising", [international] International Conference of advanced Technology in Electronic and Electrical Engineering (ICATEEE) , University of M'sila
Sensor Anomaly Detection using Self Features Organizing Maps and Hierarchical-Clustring for Water Quality Assessment
Citation
M. LADJAL Mohamed, (2023-04-17), "Sensor Anomaly Detection using Self Features Organizing Maps and Hierarchical-Clustring for Water Quality Assessment", [international] ICATEEE , University of M'sila
Soft Sensing Modeling Based on Support Vector Machine and Self-Organaizing Maps Model Selection for Water Quality Monitoring
Citation
M. LADJAL Mohamed, (2023-04-17), "Soft Sensing Modeling Based on Support Vector Machine and Self-Organaizing Maps Model Selection for Water Quality Monitoring", [international] ICATEEE , University of M'sila
Soft Sensing Modeling Based on Support Vector Regression and Self-Organizing Maps Model Selection for Water Quality Monitoring
Citation
M. LADJAL Mohamed, (2023-04-17), "Soft Sensing Modeling Based on Support Vector Regression and Self-Organizing Maps Model Selection for Water Quality Monitoring", [international] International Conference of Advanced Technology in Electronic and Electrical Engineering , algeria
Sensor Anomaly Detection using Self Features Organizing Maps and Hierarchical-Clustring for Water Quality Assessment
Citation
M. LADJAL Mohamed, (2023-04-17), "Sensor Anomaly Detection using Self Features Organizing Maps and Hierarchical-Clustring for Water Quality Assessment", [international] International Conference of Advanced Technology in Electronic and Electrical Engineering , algeria
EMD Based Average Wavelet Coefficient Method for ECG Signal Denoising
Citation
M. LADJAL Mohamed, (2023-04-17), "EMD Based Average Wavelet Coefficient Method for ECG Signal Denoising", [international] (ICATEEE) , university of m'sila
Lattice Constant Prediction of Complex Cubic Peroveskite A2BCO6 using Extreme Learning Machine
Citation
M. LADJAL Mohamed, (2023-04-17), "Lattice Constant Prediction of Complex Cubic Peroveskite A2BCO6 using Extreme Learning Machine", [international] (ICATEEE) , university of m'sila
A new ANN-PSO framework to chalcopyrite’s energy band gaps prediction
Citation
M. LADJAL Mohamed, (2023-03-01), "A new ANN-PSO framework to chalcopyrite’s energy band gaps prediction", [national] Materials Today Communications , Elsevier
A decision fusion method based on classification models for water quality monitoring
Citation
M. LADJAL Mohamed, (2023-01-11), "A decision fusion method based on classification models for water quality monitoring", [national] Environmental Science and Pollution Research , Springer Berlin Heidelberg
A new ANN-PSO framework to chalcopyrite’s energy band gaps prediction
Citation
M. LADJAL Mohamed, (2023), "A new ANN-PSO framework to chalcopyrite’s energy band gaps prediction", [national] Materials Today Communications , Bouzateur inas
A soft sensor of stator winding temperature prediction for PMSMs based on extreme learning machine
Citation
M. LADJAL Mohamed, (2022), "A soft sensor of stator winding temperature prediction for PMSMs based on extreme learning machine", [international] 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD) , Sétif, Algeria
A decision fusion method based on classification models for water quality monitoring
Citation
M. LADJAL Mohamed, (2022), "A decision fusion method based on classification models for water quality monitoring", [national] Environmental Science and Pollution Research , nature springer
Improving Prediction and classification of Water Quality Indices using Hybrid Machine learning Algorithms with features selection analysis
Citation
M. LADJAL Mohamed, (2022), "Improving Prediction and classification of Water Quality Indices using Hybrid Machine learning Algorithms with features selection analysis", [international] Online International Symposium on Applied Mathematics and Engineering (ISAME22) January 21-23, 2022 Istanbul-Turkey , Istanbul, Turquie
Lattice Constant Prediction of Complex Cubic Peroveskite A2BCO6 using Extreme Learning Machine
Citation
M. LADJAL Mohamed, (2022), "Lattice Constant Prediction of Complex Cubic Peroveskite A2BCO6 using Extreme Learning Machine", [international] International Conference of advanced Technology in Electronic and Electrical Engineering (ICATEEE) , Msila, Algeria
Application of ARMA model optimized by the GA to detect broken rotor bars faults of induction motor
Citation
M. LADJAL Mohamed, (2022), "Application of ARMA model optimized by the GA to detect broken rotor bars faults of induction motor", [international] 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD) , Sétif, Algeria
Réalisation d’un système automatique de régulation de l’ammoniac dans un aquarium
Citation
M. LADJAL Mohamed, (2022), "Réalisation d’un système automatique de régulation de l’ammoniac dans un aquarium", [national] M'sila
Realisation d'un appareil de mesure de l'indice de qualite de l'eau propre
Citation
M. LADJAL Mohamed, (2022), "Realisation d'un appareil de mesure de l'indice de qualite de l'eau propre", [national] Universite de M'sila
Self-Organizing Maps-Based Features Selection with Deep LSTM and SVM Classification Approaches for Advanced Water Quality Monitoring
Citation
M. LADJAL Mohamed, (2022), "Self-Organizing Maps-Based Features Selection with Deep LSTM and SVM Classification Approaches for Advanced Water Quality Monitoring", [national] International journal of intelligent engineering and systems , International journal of intelligent engineering and systems
Soft sensing modeling based on support vector machine and self organizing maps model selection for water quality monitoring
Citation
M. LADJAL Mohamed, (2022), "Soft sensing modeling based on support vector machine and self organizing maps model selection for water quality monitoring", [international] The 2022 international conference of advanced technology in electronic and electrical engineering (ICATEEE)) , M'sila-Algeria
Sensor Anomaly detection using self features organizing maps and hierarchical clustring for water quality assessment
Citation
M. LADJAL Mohamed, (2022), "Sensor Anomaly detection using self features organizing maps and hierarchical clustring for water quality assessment", [international] The 2022 international conference of advanced technology in electronic and electrical engineering (ICATEEE)) , M'sila-Algeria
An improved ELM framework for dynamical system modeling and identification
Citation
M. LADJAL Mohamed, (2022), "An improved ELM framework for dynamical system modeling and identification", [national] INTERNATIONAL SYMPOSIUM ON APPLIED MATHEMATICS AND ENGINEERING , Turkey
EMD based average wavelet coefficient method for ECG signal denoising
Citation
M. LADJAL Mohamed, (2022), "EMD based average wavelet coefficient method for ECG signal denoising", [international] The 2022 international conference of advanced technology in electronic and electrical engineering (ICATEEE)) , M'sila-Algeria
Journée en Electromécanique
Citation
M. LADJAL Mohamed, (2022), "Journée en Electromécanique", [national] Journée en Electromécanique , Msila
Journée en Electronique
Citation
M. LADJAL Mohamed, (2022), "Journée en Electronique", [national] Journée en Electronique , Msila
An appropriate hybrid technique for ECG signal denoising based on variational mode decomposition and average wavelet coefficient method
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M. LADJAL Mohamed, (2022), "An appropriate hybrid technique for ECG signal denoising based on variational mode decomposition and average wavelet coefficient method", [international] 1st International Conference on Engineering, Natural and Social Sciences ICENSOS 2022 , Konya, Turkey
Réalisation d'un appareil de détection de fuites d'eau dans les canalisations souterraines
Citation
M. LADJAL Mohamed, (2022), "Réalisation d'un appareil de détection de fuites d'eau dans les canalisations souterraines", [national] Msila
A novel approach for water quality classification based on the integration of deep learning and feature extraction techniques
Citation
M. LADJAL Mohamed, (2021), "A novel approach for water quality classification based on the integration of deep learning and feature extraction techniques", [national] Chemometrics and Intelligent Laboratory Systems , Elsevier
Sampling Rate Optimization for Improving the Cascaded Integrator Comb Filter Characteristics.
Citation
M. LADJAL Mohamed, (2021), "Sampling Rate Optimization for Improving the Cascaded Integrator Comb Filter Characteristics.", [national] Traitement du Signal , IIETA
A New AR-ANN-framework for time series Modeling and Identification enhanced using IWO and CMA-ES metaheuristics approaches: A pilot Study
Citation
M. LADJAL Mohamed, (2021), "A New AR-ANN-framework for time series Modeling and Identification enhanced using IWO and CMA-ES metaheuristics approaches: A pilot Study", [international] 9th (Online) International Conference on Applied Analysis and Mathematical Modeling (ICAAMM21) , June 11-13, 2021, Istanbul-Turkey
Application of machine learning techniques for predicting the WQI for water quality monitoring: a case study in Algeria
Citation
M. LADJAL Mohamed, (2021), "Application of machine learning techniques for predicting the WQI for water quality monitoring: a case study in Algeria", [international] 9th (Online) International Conference on Applied Analysis and Mathematical Modeling (ICAAMM21) , June 11-13, 2021, Istanbul-Turkey
Sequential feature selection with machine learning techniques for heart disease diagnosing
Citation
M. LADJAL Mohamed, (2021), "Sequential feature selection with machine learning techniques for heart disease diagnosing", [international] 9th (Online) International Conference on Applied Analysis and Mathematical Modeling (ICAAMM21) , June 11-13, 2021, Istanbul-Turkey
An improved ANN-framework for dynamic systems Modeling and Identification using ICA and TLO metaheuristics approaches: A Pilot Study Auteurs
Citation
M. LADJAL Mohamed, (2021), "An improved ANN-framework for dynamic systems Modeling and Identification using ICA and TLO metaheuristics approaches: A Pilot Study Auteurs", [international] 9th (Online) International Conference on Applied Analysis and Mathematical Modeling (ICAAMM21) , June 11-13, 2021, Istanbul-Turkey
Hybrid Predictive Models for Water Quality Assessment Based on Water Quality Index Using ANN, LSSVM and multivariate statistical Methods
Citation
M. LADJAL Mohamed, (2021), "Hybrid Predictive Models for Water Quality Assessment Based on Water Quality Index Using ANN, LSSVM and multivariate statistical Methods", [national] ONLINE 9th INTERNATIONAL CONFERENCE ON APPLIED ANALYSIS AND MATHEMATICAL MODELLING (ICAAMM2021) , 2021, Istanbul-Turkey
Heart Disease prediction using MLP and LSTM models
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M. LADJAL Mohamed, (2020), "Heart Disease prediction using MLP and LSTM models", [international] 2020 International Conference on Electrical Engineering (ICEE) , Istanbul, Turkey
Optimization of SVM parameters with hybrid PCA-PSO methods for water quality monitoring
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M. LADJAL Mohamed, (2020), "Optimization of SVM parameters with hybrid PCA-PSO methods for water quality monitoring", [international] The 6th international conference on electrical engineering ICEE , Turkey
Nonlinear Dynamical Systems Modelling and Identification Using Type-2 Fuzzy Logic: Meta- heuristic Algorithms Based Approach.
Citation
M. LADJAL Mohamed, (2020), "Nonlinear Dynamical Systems Modelling and Identification Using Type-2 Fuzzy Logic: Meta- heuristic Algorithms Based Approach.", [international] 2020 International Conference on Electrical Engineering (ICEE) September 25-27, 2020, Istanbul, Turkey , Turkey
Chlorine Soft Sensor Based on Extreme Learning Machine for Water Quality Monitoring
Citation
M. LADJAL Mohamed, (2019), "Chlorine Soft Sensor Based on Extreme Learning Machine for Water Quality Monitoring", [international] Arabian Journal for Science and Engineering , Springer Berlin Heidelberg , Springer
Neighborhood Component Analysis and Support Vector Machines for Heart Disease Prediction
Citation
M. LADJAL Mohamed, (2019), "Neighborhood Component Analysis and Support Vector Machines for Heart Disease Prediction", [international] Ingénierie des Systèmes d’Information (ISI) , International Information and Engineering Technology Association (IIETA)
Finger-knuckle-print, Plamprint and Fingerprint for Multimodal Recognition System Based on mRMR features selection
Citation
M. LADJAL Mohamed, (2019), "Finger-knuckle-print, Plamprint and Fingerprint for Multimodal Recognition System Based on mRMR features selection", [international] IC2MAS19 , Istanbul-Turkey
Heart disease prediction using neighborhood component analysis and support vector machines
Citation
M. LADJAL Mohamed, (2019), "Heart disease prediction using neighborhood component analysis and support vector machines", [international] The VIIIth International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2019) , Hal , Tunisia
A New BBO-Type-2 Fuzzy scheme for time series Modelling
Citation
M. LADJAL Mohamed, (2019), "A New BBO-Type-2 Fuzzy scheme for time series Modelling", [international] International Conference on Computational Methods in Applied Sciences (IC2MAS19) , Istanbul-Turkey
Feature Selection Approach based on Minimum Redundancy- Maximum Relevance for Large and High-dimensional Data Classification
Citation
M. LADJAL Mohamed, (2019), "Feature Selection Approach based on Minimum Redundancy- Maximum Relevance for Large and High-dimensional Data Classification", [international] International Conference on Computational Methods in Applied Sciences (IC2MAS19) , Istanbul-Turkey
APPLICATION OF ANN AND SVM MULTICLASS MODELS USED FOR MULTI-SENSOR MONITORING AND MEASUREMENT OF SURFACE WATER QUALITY
Citation
M. LADJAL Mohamed, (2016-10-11), "APPLICATION OF ANN AND SVM MULTICLASS MODELS USED FOR MULTI-SENSOR MONITORING AND MEASUREMENT OF SURFACE WATER QUALITY", [national] The Mediterranean Journal of Measurement and Control , The Mediterranean Journal of Measurement and Contol
PERFORMANCE EVALUATION OF THREE PATTERN CLASSIFICATION TECHNIQUES USED FOR WATER QUALITY MONITORING
Citation
M. LADJAL Mohamed, (2012-01-01), "PERFORMANCE EVALUATION OF THREE PATTERN CLASSIFICATION TECHNIQUES USED FOR WATER QUALITY MONITORING", [national] International Journal of Computational Intelligence and Applications , World Scientific Publishing Co., Inc.