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Author

Issam Amellal

ORCID: 0000-0003-0350-8507
Observed ORCID: 0000-0003-0350-8507
OpenAlex ID: A5015185880
An integrated approach for modern supply chain management: Utilizing advanced machine learning models for sentiment analysis, demand forecasting, and probabilistic price prediction
2023 · Issam Amellal, Asmae Amellal, et al. · Decision Science Letters · 25
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Improving Lead Time Forecasting and Anomaly Detection for Automotive Spare Parts with A Combined CNN-LSTM Approach
2023 · Asmae Amellal, Issam Amellal, et al. · Operations and Supply Chain Management An International Journal · 22
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Cash flow bullwhip control mechanisms in a major crisis situation: a case study from the COVID-19 crisis
2022 · Hicham Drissi, Hicham Lamzaouek, et al. · EuroMed Journal of Business · 13
Optimizing Selection of Sustainable Material-extraction Sites with GIS-based Decision-support Systems (AHP/MACBETH): In-depth Case Study from Settat, Morocco
2024 · Issam Amellal, Asmae Amellal, et al. · Geomatics and Environmental Engineering · 4
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Advanced Demand Forecasting and Pricing in Moroccan Auto Industry: A CNN-LSTM-Attention and Reinforcement Learning Approach
2024 · Asmae Amellal, Issam Amellal, et al. · Lecture notes in networks and systems · 3
Industrial location- use of a tool for multi-criteria decision and GIS: An application to the Chaouia-Ouardigha region in Morocco
2016 · Issam Amellal, Abdelhamid Bouzidi · International journal of innovation and applied studies · 2
Predictive optimization in automotive supply chains: a BiLSTM-Attention and reinforcement learning approach
2024 · Asmae Amellal, Issam Amellal, et al. · International Journal of Advances in Intelligent Informatics · 1
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Logistics and territorial development: use of a model of multi-criteria decision making for evaluating the relevance of industrial and logistics positioning case of Chaouia-Ouardigha region Morocco
2016 · Issam Amellal, Abdelhamid Bouzidi · International journal of innovation and applied studies · 1
Bridging the Gap: A Bibliometric Analysis of Data-Driven Trajectory Optimization and Real-World Flight Tracking
2026 · Khalid El Ouanbi, Issam Amellal, et al. · International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)
Dynamic Pricing Under Uncertainty in Automotive Services Using Reinforcement Learning and Temporal Convolutional Networks
2025 · Asmae Amellal, Fri Mouhsene, et al. · Journal of Uncertain Systems
Hybrid Predictive Modeling for Automotive After-Sales Pricing: Integrating BiLSTM-Attention and Fuzzy Logic
2024 · Asmae Amellal, Issam Amellal, et al. · Lecture notes in business information processing
Enhancing Automotive Spare Parts Demand Forecasting: A Synergistic Approach Using K-Means Clustering and LSTM-Attention Models
2024 · Asmae Amellal, Issam Amellal, et al. · Lecture notes in networks and systems
Analysis of the relevance of the location of quarrying surfaces by using a multi-criteria decision support tool taking into account the sustainable territorial development (Case of Settat – Morocco)
2023 · Said Hattabi, Issam Amellal, et al. · Ecology Environment and Conservation
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An Assessment of the Relevance of Locating the Exploitation of Raw Materials Quarries in a Framework of Sustainable Development: Use of the MACBETH Method Case of the Province of Settat
2022 · Said Hattabi, Issam Amellal, et al. · Ecological Engineering & Environmental Technology
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Analysis of sustainable development factors in quarries : Case of the province of Settat, Morocco
2020 · Said Hattabi, Issam Amellal, et al. · International journal of innovation and applied studies
Works count: 15
Citation count: 71
H-index: 4
I10-index: 3
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