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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

Predictive analytics with strategically missing data

Zhang, Juheng; Liu, Xiaoping; Li, Xiao-Bai - In: INFORMS journal on computing : JOC 32 (2020) 4, pp. 1143-1156

Persistent link: https://www.econbiz.de/10012390215

Design of data scoring model for big data

Dash, Ranjan Kumar - In: International journal of intelligent enterprise 7 (2020) 1/2/3, pp. 356-371

Persistent link: https://www.econbiz.de/10012177478

Electric load forecasting with recency effect : a big data approach

Wang, Pu; Liu, Bidong; Tao, Hong - In: International journal of forecasting 32 (2016) 3, pp. 585-597

Persistent link: https://www.econbiz.de/10011621730

Vungle Inc. improves monetization using big data analytics

De Reyck, Bert; Fragkos, Ioannis; Grushka-Cockayne, Yael; … - In: Interfaces : the INFORMS journal on the practice of … 47 (2017) 5, pp. 454-466

Persistent link: https://www.econbiz.de/10011762987

Forecasting destination weekly hotel occupancy with big data

Pan, Bing; Yang, Yang - In: Journal of travel research : a quarterly publication of … 56 (2017) 7, pp. 957-970

Persistent link: https://www.econbiz.de/10011731366

Parallel naïve Bayes regression model-based collaborative filtering recommendation algorithm and its realisation on Hadoop for big data

Wen, Shiqi; Wang, Cheng; Li, Haibo; Zheng, Guoqi - In: International journal of information technology and … 18 (2019) 2/3, pp. 129-142

Persistent link: https://www.econbiz.de/10012155990

Machine learning versus econometrics : prediction of box office

Liu, Yan; Xie, Tian - In: Applied economics letters 26 (2019) 2, pp. 124-130

Persistent link: https://www.econbiz.de/10012204147

Mining big data using parsimonious factor and shrinkage methods

Kim, Hyun Hak; Swanson, Norman R. - 2013

A number of recent studies in the economics literature have focused on the usefulness of factor models in the context of prediction using "big data". In this paper, our over-arching question is whether such "big data" are useful for modelling low frequency macroeconomic variables such as...

Persistent link: https://www.econbiz.de/10009766687

Big data analytics : a new perspective

Chudik, Alexander; Kapetanios, George; Pesaran, M. Hashem - 2016

experiments considered in this paper. Despite its simplicity, the theory behind the proposed approach is quite complicated. We …

Persistent link: https://www.econbiz.de/10011444508