Search Results - subject:"Semi-supervised"

Mixed-integer quadratic optimization and iterative clustering techniques for semi-supervised support vector machines

Burgard, Jan Pablo; Pinheiro, Maria Eduarda; Schmidt, Martin - In: Top : an official journal of the Spanish Society of … 32 (2024) 3, pp. 391-428

Persistent link: https://www.econbiz.de/10015188200

Variance-reduced risk inference in semi-supervised settings

Einmahl, John H. J.; Peng, Liang - 2024

Persistent link: https://www.econbiz.de/10015114538

Mixed-integer quadratic optimization and iterative clustering techniques for semi-supervised support vector machines

Burgard, Jan Pablo; Pinheiro, Maria Eduarda; Schmidt, Martin - In: TOP 32 (2024) 3, pp. 391-428

points. Furthermore, this subset can be non-representative, e.g., due to self-selection in a survey. Semi-supervised SVMs …

Persistent link: https://www.econbiz.de/10015375768

Systematic review of data-centric approaches in artificial intelligence and machine learning

Singh, Prerna - In: Data science and management : DSM 6 (2023) 3, pp. 144-157

, data preprocessing, transfer learning, semi-supervised learning, machine learning operations (MLOps), and the effect of …

Persistent link: https://www.econbiz.de/10014518012

Semi-supervised discovery of DNN-based outcome predictors from scarcely-labeled process logs

Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; … - In: Business & information systems engineering 64 (2022) 6, pp. 729-749

Persistent link: https://www.econbiz.de/10013483362

Using text analysis in parallel mediation analysis

Zhang, Judy; Li, H. Alice; Allenby, Greg M. - In: Marketing science 43 (2024) 5, pp. 953-970

Persistent link: https://www.econbiz.de/10015197019

Sentiment classification of time-sync comments : a semi-supervised hierarchical deep learning method

Gao, Renzhi; Yao, Xiaoyu; Wang, Zhao; Abedin, Mohammad … - In: European journal of operational research : EJOR 314 (2024) 3, pp. 1159-1173

Persistent link: https://www.econbiz.de/10014456943

BearingFM : towards a foundation model for bearing fault diagnosis by domain knowledge and contrastive learning

Lai, Zou; Yang, Chen; Lan, Shulin; Wang, Lihui; Shen, … - In: International journal of production economics 275 (2024), pp. 1-10

Persistent link: https://www.econbiz.de/10015052064

A semi-supervised concept-cognitive computing system for dynamic classification decision making with limited feedback information

Mi, Yunlong; Wang, Zongrun; Quan, Pei; Shi, Yong - In: European journal of operational research : EJOR 315 (2024) 3, pp. 1123-1138

concept learning approach, namely semi-supervised concept-cognitive computing system (s2C3S), for making classification …

Persistent link: https://www.econbiz.de/10014566096

A hybrid method for forecasting coal price based on ensemble learning and deep learning with data decomposition and data enhancement

Tang, Jing; Guo, Yida; Han, Yilin - In: Data Technologies and Applications 58 (2024) 3, pp. 472-495

/methodology/approach The proposed coal price forecasting system combines data decomposition, semi-supervised feature engineering, ensemble … proposed coal price forecasting system stands out as it integrates data decomposition, semi-supervised feature engineering …

Persistent link: https://www.econbiz.de/10015342713