Home › Researcher directory › Hanane Zermane
Hanane Zermane
Affiliation : University of Batna 1 · University of Batna 2
- 31Publications (affiliation in Algeria)
- 40Total publications
- 306Citations
- 9h-index
Research profile
Hanane Zermane has 31 indexed publications (2013–2026). Their work appears mainly in “International Conference on Systems and Control (ICSC)”, “International Conference on Electrical Engineering and Advanced Technology (ICEEAT)” and “International Journal of Industrial and Systems Engineering”. Their most cited article, “Predicting fatal fall from heights accidents using random forest classification machine learning model” (2022), has been cited 119 times. 12 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in Malaysia.
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Create my free profile Add my publicationsResearch areas
- Fault Detection and Control Systems
- Industrial Technology and Control Systems
- Industrial Automation and Control Systems
- Machine Fault Diagnosis Techniques
- Fuzzy Logic and Control Systems
Publications (31)
- Enhancing Cement Rotary Kiln Efficiency: A Deep Learning Approach for Real-Time Monitoring and Fault Detection
- RISK ASSESSMENT OF THE MALAYSIAN AGRICULTURE, FORESTRY, AND FISHING FATALITIES USING FAULT TREE ANALYSIS
- Optimizing Production Forecasting in Dynamic Complex Industries with Deep Reinforcement Learning Approaches
- Machine Learning Techniques for GDP Per Capita Prediction in Developing Countries: A Case Study of Sub-Saharan Africa
- Classification of 3D-Printing Images for Detection of Defects
- Forecasting material quantity using machine learning and times series techniques
- Machine Learning Techniques for Fatal Accident Prediction
- Statistical Analysis of Occupational Fatal Accidents for Risk Assessment
- Statistical and Machine Learning-Based Predictive Models for Gestational Diabetes Mellitus Prevention
- Technical Analysis of Occupational Fatal Accidents in Malaysia Using Machine Learning Techniques
- Transforming Industrial Supervision Systems: A Comprehensive Approach Integrating Machine Learning Techniques and Fuzzy Logic
- Monitoring of Manufacturing Systems: Applying Deep Learning Algorithms to Improve Gas Turbine Performance and Sustainability
- Green Blockchain and Smart Homes: A Systematic Review
- Comparative Analysis of Deep Learning and Decision Tree Approaches for Predicting Aircraft Engine Remaining Useful Life
- Comparative Analysis of Extreme Learning Machine and Backpropagation for Faults Diagnosis in the Tennessee Eastman Process
- Facial recognition and detection using Convolution Neural Networks
- Predicting fatal fall from heights accidents using random forest classification machine learning model
- Development of an efficient cement production monitoring system based on the improved random forest algorithm
- Development of an Industrial Application with Neuro-Fuzzy Systems
- DIGITAL LEARNING WITH COVID-19 IN ALGERIA
- Intelligent Industrial Process Control Based on Fuzzy Logic and Machine Learning
- Relative scientometric analysis of knowledge management journals in SCOPUS
- Fuzzy control of an industrial process system using internet and web services
- Fuzzy control of an industrial process system using internet and web services
- Automation and Advanced System Control of an Industrial Production Process using Fuzzy Logic
- Internet and Fuzzy Based Control System for Rotary Kiln in Cement Manufacturing Plant
- Development of an internet and fuzzy based control system of manufacturing process
- Fuzzy-based process control system of a bag-filter in cement manufacturing plant
- Supervision and fuzzy control of a manufacturing process using LabVIEW
- Automation and fuzzy control of a manufacturing system
- Developpement of an industrial application with Neuro-fuzzy systems
Publication venues
- International Conference on Systems and Control (ICSC) × 2
- International Conference on Electrical Engineering and Advanced Technology (ICEEAT) × 2
- International Journal of Industrial and Systems Engineering × 2
- International Conference on Control, Decision and Information Technologies (CoDIT) × 2
- Journal of Materials Engineering and Performance × 1
- Journal of Energy and Safety Technology (JEST) × 1
Publications per year
- 20262
- 20253
- 20247
- 20234
- 20222
- 20211
- 20201
- 20191
- 20184
- 20174
Collaborations
Partner institutions : Ecole Nationale Supérieure des Technologies Avancées · Universiti Putra Malaysia
Co-authors’ countries : Malaysia
Co-authors
- Leïla Hayet Mouss
- Hassina Madjour
- Ahcene Ziar
- Samia Aitouche
- Benaicha Sonia
- T. Oulmi
- Fateh Bencherif
- S. Hemal
- Djamel Touahar
- Djemaa Rahmouni
- Khadidja Zireg
- Aymen Boughrira
Bibliographic data from OpenAlex (open database).
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