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Publication search results
found 123 matches
- 2024
- Franklin Rrales-Bravo, Víctor Gómez-Rodríguez, Julio Barzola-Monteses, Rosangela Caicedo-Quiroz, Elena Tolozano-Benites, Leonel Vasquez-Cevallos:
From Descriptive to Prescriptive Analytics on Time Series of the Number of Preeclampsia Inpatient Beds. IEEE Access 12: 131576-131590 (2024) - Teo Susnjak:
Beyond Predictive Learning Analytics Modelling and onto Explainable Artificial Intelligence with Prescriptive Analytics and ChatGPT. Int. J. Artif. Intell. Educ. 34(2): 452-482 (2024) - Marianne Brum, Dennis Meißner, Bastian Klein, Jochen Hohenrainer, Dirk Schwanenberg, Simone Patzke:
Prescriptive analytics for low and high water management in German waterways. Autom. 72(6): 539-546 (2024) - Ikenna Osakwe, Guanliang Chen, Yizhou Fan, Mladen Rakovic, Shaveen Singh, Lyn Lim, Joep van der Graaf, Johanna D. Moore, Inge Molenaar, Maria Bannert, Alexander Whitelock-Wainwright, Dragan Gasevic:
Towards prescriptive analytics of self-regulated learning strategies: A reinforcement learning approach. Br. J. Educ. Technol. 55(4): 1747-1771 (2024) - Paolo Latorre, Héctor A. López-Ospina, Sebastián Maldonado, C. Angelo Guevara, Juan Pérez:
Designing employee benefits to optimize turnover: A prescriptive analytics approach. Comput. Ind. Eng. 197: 110582 (2024) - Ying Yang, Ran Yan, Shuaian Wang:
Prescriptive analytics models for vessel inspection planning in maritime transportation. Comput. Ind. Eng. 190: 110012 (2024) - Ran Yan, Shuaian Wang, Lu Zhen, Shuo Jiang:
Classification and regression in prescriptive analytics: Development of hybrid models and an example of ship inspection by port state control. Comput. Oper. Res. 163: 106517 (2024) - Pascal M. Notz, Richard Pibernik:
Explainable subgradient tree boosting for prescriptive analytics in operations management. Eur. J. Oper. Res. 312(3): 1119-1133 (2024) - Adam Diamant:
Introducing Prescriptive and Predictive Analytics to MBA Students with Microsoft Excel. INFORMS Trans. Educ. 24(2): 152-174 (2024) - Yuan Wang, Weilin Cai, Yilei Tu, Jianfeng Mao:
Reinforcement-Learning-Informed Prescriptive Analytics for Air Traffic Flow Management. IEEE Trans Autom. Sci. Eng. 21(3): 4188-4202 (2024) - Marvin Niederhaus, Nico Migenda, Julian Weller, Wolfram Schenck, Martin Kohlhase:
Technical Readiness of Prescriptive Analytics Platforms: A Survey. FRUCT 2024: 509-519 - Joseph Ponnoly, John Puthenveetil, Patricia D'Urso:
Prescriptive Analytics-based Robust Decision-Making Model for Cyber Disaster Risk Reduction. ICAIC 2024: 1-5 - 2023
- Zahra Dasht Bozorgi:
Prescriptive Analytics of Business Processes Using Causal Inference. University of Melbourne, Parkville, Victoria, Australia, 2023 - Mohammadreza Kiaghadi, Pooya Hoseinpour:
University admission process: a prescriptive analytics approach. Artif. Intell. Rev. 56(1): 233-256 (2023) - Pascal M. Notz, Peter K. Wolf, Richard Pibernik:
Prescriptive analytics for a multi-shift staffing problem. Eur. J. Oper. Res. 305(2): 887-901 (2023) - Farid Al Zoubi, Georges Khalaf, Paul E. Beaulé, Pascal Fallavollita:
Leveraging machine learning and prescriptive analytics to improve operating room throughput. Frontiers Digit. Health 5 (2023) - Dimitris Bertsimas, Omar Skali Lami:
Holistic Prescriptive Analytics for Continuous and Constrained Optimization Problems. INFORMS J. Optim. 5(2): 155-171 (2023) - Rui Ribeiro, André Luiz Pilastri, Carla Moura, José Morgado, Paulo Cortez:
A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics. Neural Comput. Appl. 35(23): 17375-17395 (2023) - Mustapha Oudani, Anass Sebbar, Karim Zkik, Amine Belhadi:
A Prescriptive Analytics Approach for Port Logistics Planning. CoDIT 2023: 77-81 - João Lopes, Gonçalo Vieira, Rita Veloso, Susana Ferreira, Maria Salazar, Manuel Filipe Santos:
Optimization of Surgery Scheduling Problems Based on Prescriptive Analytics. DATA 2023: 474-479 - Christopher Wissuchek, Patrick Zschech:
Survey and Systematization of Prescriptive Analytics Systems: Towards Archetypes from a Human-Machine-Collaboration Perspective. ECIS 2023 - Martin Haug, Chiara Bordin, Sambeet Mishra, Julien Moisan:
Prescriptive analytics for optimal multi-use battery energy storage systems operation: State-of-the-art and research directions. KES 2023: 676-685 - Mounir El Khatib, Moza Abdalla Al Shamsi, Khalid Al Buraimi, Fatima Al Mansouri, Haitham M. Alzoubi, Muhammad Alshurideh:
Predictive and Prescriptive Analytics Tools, How to Add Value to Knowledge-Based Economy: Dubai Case Study. The Effect of Information Technology on Business and Marketing Intelligence Systems 2023: 1807-1829 - Elizabeth Williams, Daniel Gartner, Paul R. Harper:
Predictive and Prescriptive Analytics for Multi-Site Modeling of Frail and Elderly Patient Services. CoRR abs/2311.07283 (2023) - 2022
- Divyashree N, Nandini Prasad K. S:
Design and Development of We-CDSS Using Django Framework: Conducing Predictive and Prescriptive Analytics for Coronary Artery Disease. IEEE Access 10: 119575-119592 (2022) - Gomathy Ramaswami, Teo Susnjak, Anuradha Mathrani:
Supporting Students' Academic Performance Using Explainable Machine Learning with Automated Prescriptive Analytics. Big Data Cogn. Comput. 6(4): 105 (2022) - Haya Salah, Sharan Srinivas:
Predict, then schedule: Prescriptive analytics approach for machine learning-enabled sequential clinical scheduling. Comput. Ind. Eng. 169: 108270 (2022) - Ninja Soeffker, Marlin W. Ulmer, Dirk C. Mattfeld:
Stochastic dynamic vehicle routing in the light of prescriptive analytics: A review. Eur. J. Oper. Res. 298(3): 801-820 (2022) - Haripriya Harikumar, Santu Rana, Sunil Gupta, Thin Nguyen, Ramachandra Kaimal, Svetha Venkatesh:
Prescriptive analytics with differential privacy. Int. J. Data Sci. Anal. 13(2): 123-138 (2022) - Kay Giesecke, Gui Liberali, Hamid Nazerzadeh, J. George Shanthikumar, Chung-Piaw Teo:
Introduction to the Special Section on Data-Driven Prescriptive Analytics. Manag. Sci. 68(3): 1591-1594 (2022)
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