You are smarter than you think: (super) machine learning in context

被引:0
|
作者
Alexander P. Keil
Jessie K. Edwards
机构
[1] University of North Carolina,Department of Epidemiology
来源
European Journal of Epidemiology | 2018年 / 33卷
关键词
Machine Learning; Super Learner; Sniff Test; Target Population Data; Informed Choice Model;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:437 / 440
页数:3
相关论文
共 50 条
  • [21] Can You Teach Me To Machine Learn? An Exploration of Pedagogical Content Knowledge for Teaching Machine Learning to Non-Majors
    Sulmont, Elisabeth
    Patitsas, Elizabeth
    Cooperstock, Jeremy R.
    SIGCSE '19: PROCEEDINGS OF THE 50TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, 2019, : 948 - 954
  • [22] You Are the Only Possible Oracle: Effective Test Selection for End Users of Interactive Machine Learning Systems
    Groce, Alex
    Kulesza, Todd
    Zhang, Chaoqiang
    Shamasunder, Shalini
    Burnett, Margaret
    Wong, Weng-Keen
    Stumpf, Simone
    Das, Shubhomoy
    Shinsel, Amber
    Bice, Forrest
    McIntosh, Kevin
    IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 2014, 40 (03) : 307 - 323
  • [23] Predictive analytics for customer repurchase: Interdisciplinary integration of buy till you die modeling and machine learning
    Chou, Ping
    Chuang, Howard Hao-Chun
    Chou, Yen-Chun
    Liang, Ting-Peng
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 296 (02) : 635 - 651
  • [24] I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences
    Oliynyk, Daryna
    Mayer, Rudolf
    Rauber, Andreas
    ACM COMPUTING SURVEYS, 2023, 55 (14S)
  • [25] Check It Before You Wreck It: A Guide to STAR-ML for Screening Machine Learning Reporting in Research
    Koh, Ryan G. L.
    Khan, Md Asif
    Rashidiani, Sajjad
    Hassan, Samah
    Tucci, Victoria
    Liu, Theodore
    Nesovic, Karlo
    Kumbhare, Dinesh
    Doyle, Thomas E.
    IEEE ACCESS, 2023, 11 : 101567 - 101579
  • [26] YSUY: Your Smartphone Understands You-Using Machine Learning to Address Fundamental Human Needs
    Akmandor, Ayten Ozge
    Dai, Xiaoliang
    Jha, Niraj K.
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (12): : 7553 - 7568
  • [27] You'd Better Stop! Understanding Human Reliance on Machine Learning Models under Covariate Shift
    Chiang, Chun-Wei
    Yin, Ming
    PROCEEDINGS OF THE 13TH ACM WEB SCIENCE CONFERENCE, WEBSCI 2021, 2020, : 120 - 129
  • [28] A Brand-New Look at You: Predicting Brand Personality in Social Media Networks with Machine Learning
    Pamuksuz, Utku
    Yun, Joseph T.
    Humphreys, Ashlee
    JOURNAL OF INTERACTIVE MARKETING, 2021, 56 : 55 - 69
  • [29] Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning
    Mohr, Felix
    Wever, Marcel
    Tornede, Alexander
    Huellermeier, Eyke
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 43 (09) : 3055 - 3066
  • [30] Machine Learning for a Context Mining Facility
    Ben Rabah, Nourhene
    Kirsch Pinheiro, Manuele
    Le Grand, Benedicte
    Jaffal, Ali
    Souveyet, Carine
    2020 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS (PERCOM WORKSHOPS), 2020,