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Decision Tree and Boosting Techniques in Artificial Intelligence Based Automated Valuation Models (AI-AVM)
Sing, Tien Foo - 2020
boosting techniques to predict residential property prices in Singapore. We use more than 300,000 property transaction data … in Singapore, and the predictive performance remains robust. The boosting AI-AVM models that allow for inter …
Persistent link: https://www.econbiz.de/10012833538
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An introduction to machine learning for panel data
Chen, Jim - In: International advances in economic research 27 (2021) 1, pp. 1-16
Persistent link: https://www.econbiz.de/10012582478
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Comparative analysis of methods for prediction continuous numerical features on big datasets
Kinshakov, Eduard; Parfenenko, Yuliia; Shendryk, Vira - In: Technology audit and production reserves 6 (2021) 2/62, pp. 15-17
Persistent link: https://www.econbiz.de/10013167729
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A comparative analysis of K-Nearest Neighbor, Genetic, Support Vector Machine, Decision Tree, and Long Short Term Memory algorithms in machine learning
Bansal, Malti; Goyal, Apoorva; Choudhary, Apoorva - In: Decision analytics journal 3 (2022), pp. 1-21
future scope of ML algorithms and artificial intelligence in the coming times and their roles in automation and holistic …
Persistent link: https://www.econbiz.de/10013339256
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Smart optimization of proactive control of petroleum reservoir
Kuk, Edyta; Kuk, Michał; Janiga, Damian; Wojnarowski, … - In: Proceedings of the ENTRENOVA - ENTerprise REsearch … 7 (2021) 1, pp. 297-306
in this paper is based on state-of-the-art artificial intelligence methods, optimal control, and decision tree theory …
Persistent link: https://www.econbiz.de/10013170503
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A prescriptive machine learning approach to mixed-integer convex optimization
Bertsimas, Dimitris; Kim, Cheol Woo - In: INFORMS journal on computing : JOC ; charting new … 35 (2023) 6, pp. 1225-1241
Persistent link: https://www.econbiz.de/10014471462
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Predicting ambulance offload delay using a hybrid decision tree model
Li, Mengyu; Vanberkel, Peter; Zhong, Xiang - In: Socio-economic planning sciences : the international … 80 (2022), pp. 1-11
Persistent link: https://www.econbiz.de/10013191212
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Profit driven decision trees for churn prediction
Höppner, Sebastiaan; Stripling, Eugen; Baesens, Bart; … - In: European journal of operational research : EJOR 284 (2020) 3, pp. 920-933
Persistent link: https://www.econbiz.de/10012238921
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Machine learning models and cost-sensitive decision trees for bond rating prediction
Jabeur, Sami Ben; Sadaaoui, Amir; Sghaier, Asma; Aloui, … - In: Journal of the Operational Research Society 71 (2020) 8, pp. 1161-1179
Persistent link: https://www.econbiz.de/10012264550
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A hybrid classification-based model for automatic text summarisation using machine learning approaches : CBS-ID3MV
Hannah, M. Esther - In: International journal of product development : IJPD 23 (2019) 2/3, pp. 201-211
Persistent link: https://www.econbiz.de/10012105699