AutoDOViz: Human-Centered Automation for Decision Optimization
Weidele, Daniel Karl I, Afzal, Shazia, Valente, Abel N, Cole Makuch, Owen Cornec, Long, Vu, Subramanian, Dharmashankar, Geyer, Werner, Nair, Rahul, Vejsbjerg, Inge, Marinescu, Radu, Palmes, Paulito, Daly, Elizabeth M, Franke, Loraine, Haehn, Daniel
Published in arXiv.org (19.02.2023)
Published in arXiv.org (19.02.2023)
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Journal Article
Conditional parallel coordinates in automated artificial intelligence with constraints
Valente, Abel Nicolas, Ram, Parikshit, Chaudhary, Arunima, Wang, Dakuo, Weidele, Daniel Karl I
Year of Publication 17.01.2023
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Year of Publication 17.01.2023
Patent
Automatic formulation of data science problem statements
Liu, Sijia, Pan, Qian, Chaudhary, Arunima, Gan, Chuang, Wang, Dakuo, Valente, Abel, Yu, Mo, Weidele, Daniel Karl I
Year of Publication 19.09.2023
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Year of Publication 19.09.2023
Patent
HYBRID MODEL AND ARCHITECTURE SEARCH FOR AUTOMATED MACHINE LEARNING SYSTEMS
Katsis, Ioannis, Kate, Kiran A, Chen, Bei, Chaudhary, Arunima, Gan, Chuang, Wang, Dakuo, Valente, Abel
Year of Publication 22.09.2022
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Year of Publication 22.09.2022
Patent
COMPOSITE FEATURE ENGINEERING
Khurana, Udayan, Chaudhary, Arunima, Smith, Micah, Gan, Chuang, Bramble, Gregory, Spina, Carolina Maria, Wang, Dakuo, Valente, Abel
Year of Publication 18.05.2023
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Year of Publication 18.05.2023
Patent
Automated data table discovery for automated machine learning
Pan, Qian, Yang, Ji Hui, Chaudhary, Arunima, Gan, Chuang, Wang, Dakuo, Valente, Abel, Yu, Mo, Weidele, Daniel Karl I
Year of Publication 04.04.2023
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Year of Publication 04.04.2023
Patent
Intelligent career monitoring and correction in a computing environment
Daly, Elizabeth, Valente, Abel Nicolas, Alkan, Oznur, Botea, Adi, Pedemonte, Pablo
Year of Publication 12.04.2022
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Year of Publication 12.04.2022
Patent
INTERPRETABLE VISUALIZATION SYSTEM FOR GRAPH NEURAL NETWORK
Liu, Sijia, Chen, Bei, Liu, Dongyu, Sun, Yi, Gan, Chuang, Wang, Dakuo, Valente, Abel
Year of Publication 31.03.2022
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Year of Publication 31.03.2022
Patent
Intelligent dialog re-elicitation of information
Daly, Elizabeth, Valente, Abel Nicolas, Alkan, Oznur, Vejsbjerg, Inge, Botea, Adi, Pedemonte, Pablo, Mattetti, Massimiliano
Year of Publication 15.03.2022
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Year of Publication 15.03.2022
Patent
CONDITIONAL PARALLEL COORDINATES IN AUTOMATED ARTIFICIAL INTELLIGENCE WITH CONSTRAINTS
Valente, Abel Nicolas, Ram, Parikshit, Chaudhary, Arunima, Wang, Dakuo, Weidele, Daniel Karl I
Year of Publication 30.09.2021
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Year of Publication 30.09.2021
Patent
PERFORMING AUTOMATED SEMANTIC FEATURE DISCOVERY
Srinivas, Kavitha, Takahashi, Toshihiro, Khurana, Udayan, Samulowitz, Horst Cornelius, Tateishi, Takaaki, Chaudhary, Arunima, Spina, Carolina Maria, Wang, Dakuo, Valente, Abel, Weidele, Daniel Karl I, Amini, Lisa
Year of Publication 08.06.2023
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Year of Publication 08.06.2023
Patent
INTELLIGENT DIALOG RE-ELICITATION OF INFORMATION
ALKAN, Oznur, PEDEMONTE, Pablo, DALY, Elizabeth, VALENTE, Abel Nicolas, BOTEA, Adi, MATTETTI, Massimiliano, VEJSBJERG, Inge
Year of Publication 22.04.2021
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Year of Publication 22.04.2021
Patent
AUTOMATED DATA TABLE DISCOVERY FOR AUTOMATED MACHINE LEARNING
Pan, Qian, Yang, Ji Hui, Chaudhary, Arunima, Gan, Chuang, Wang, Dakuo, Valente, Abel, Yu, Mo, Weidele, Daniel Karl I
Year of Publication 10.02.2022
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Year of Publication 10.02.2022
Patent
AUTOMATIC FORMULATION OF DATA SCIENCE PROBLEM STATEMENTS
Liu, Sijia, Pan, Qian, Chaudhary, Arunima, Gan, Chuang, Wang, Dakuo, Valente, Abel, Yu, Mo, Weidele, Daniel Karl I
Year of Publication 10.02.2022
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Year of Publication 10.02.2022
Patent
INTELLIGENT CAREER MONITORING AND CORRECTION IN A COMPUTING ENVIRONMENT
ALKAN, Oznur, PEDEMONTE, Pablo, DALY, Elizabeth, VALENTE, Abel Nicolas, BOTEA, Adi
Year of Publication 04.03.2021
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Year of Publication 04.03.2021
Patent
INTERACTIVE FEATURE ENGINEERING IN AUTOMATIC MACHINE LEARNING WITH DOMAIN KNOWLEDGE
Khurana, Udayan, Samulowitz, Horst Cornelius, Chaudhary, Arunima, Spina, Carolina Maria, Gan, Chuang, Wang, Dakuo, Valente, Abel, Weidele, Daniel Karl I, Amini, Lisa
Year of Publication 17.11.2022
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Year of Publication 17.11.2022
Patent
Visualization of a model selection process in an automated model selection system
Eversman, John Dillon, Valente, Abel, Supadulya, Voranouth, Han, Si Er, Weidele, Daniel Karl I, Shah, Syed Yousaf, Wang, Jun, Patel, Dhavalkumar C, Yang, Ji Hui, Chen, Bei, Vu, Long, Chaudhary, Arunima, Gan, Chuang, Xu, Jing James, Wang, Dakuo
Year of Publication 27.06.2023
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Year of Publication 27.06.2023
Patent
AUTOMATED DATA QUALITY INSPECTION AND IMPROVEMENT FOR AUTOMATED MACHINE LEARNING
Gupta, Nitin, Patel, Hima, Samulowitz, Horst Cornelius, Chaudhary, Arunima, Spina, Carolina Maria, Bramble, Gregory, Wang, Dakuo, Valente, Abel, Mehta, Sameep, Salonidis, Theodoros, Gruen, Daniel M, Gan, Chaung
Year of Publication 26.05.2022
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Year of Publication 26.05.2022
Patent