Thomas G. Dietterich - Publications, H-index & Citations

Thomas G. Dietterich

computer science

67H指数

297论文数

3.5W被引数

收录论文 25

发表时间

The familiarity hypothesis: Explaining the behavior of deep open set methods

PATTERN RECOGNITION

IF7.6

2022-12-01

OAAI

Dietterich, Thomas G.; Guyer, Alex

A Unifying Review of Deep and Shallow Anomaly Detection 深浅异常检测的统一评述

PROCEEDINGS OF THE IEEE

IF25.9

2021-05-01

482

OAAI

Ruff, Lukas; Kauffmann, Jacob R.; Vandermeulen, Robert A.; Montavon, Gregoire; Samek, Wojciech; Kloft, Marius; Dietterich, Thomas G.; Mueller, Klaus-Robert

Discovering Anomalies by Incorporating Feedback from an Expert

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2020-06-22

PREAI

Das, Shubhomoy; Wong, Weng-Keen; Dietterich, Thomas; Fern, Alan; Emmott, Andrew

Computational Sustainability: Computing for a Better World and a Sustainable Future

COMMUNICATIONS OF THE ACM

IF12.2

2019-08-21

OAAI

Gomes, Carla; Dietterich, Thomas; Barrett, Christopher; Conrad, Jon; Dilkina, Bistra; Ermon, Stefano; Fang, Fei; Farnsworth, Andrew; Fern, Alan; Fern, Xiaoli; Fink, Daniel; Fisher, Douglas; Flecker, Alexander; Freund, Daniel; Fuller, Angela; Gregoire, John; Hoperoft, John; Kelling, Steve; Kolter, Zico; Powell, Warren; Sintov, Nicole; Selker, John; Selman, Bart; Sheldon, Daniel; Shmoys, David; Tambe, Milind; Wong, Weng-Keen; Wood, Christopher; Wu, Xiaojian; Xue, Yexiang; Yadav, Amulya; Yakubu, Abdul-Aziz; Zeeman, Mary Lou

Sequential Feature Explanations for Anomaly Detection 异常检测的顺序特征解释

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2019-01-09

OAAI

Siddiqui, Md Amran; Fern, Alan; Dietterich, Thomas G.; Wong, Weng-Keen

Robust artificial intelligence and robust human organizations

FRONTIERS OF COMPUTER SCIENCE

IF4.6

2018-12-05

OAAI

Dietterich, Thomas G.

The Role of Restoration and Key Ecological Invasion Mechanisms in Optimal Spatial-Dynamic Management of Invasive Species 恢复和关键生态入侵机制在入侵物种的最佳空间动态管理中的作用

ECOLOGICAL ECONOMICS

IF6.3

2018-09-01

OAAI

Albers, Heidi J.; Hall, Kim Meyer; Lee, Katherine D.; Taleghan, Majid Alkaee; Dietterich, Thomas G.

Spatial interactions and optimal forest management on a fire-threatened landscape

FOREST POLICY AND ECONOMICS

IF3.8

2017-10-01

OAAI

Lauer, Christopher J.; Montgomery, Claire A.; Dietterich, Thomas G.

Crowds Replicate Performance of Scientific Experts Scoring Phylogenetic Matrices of Phenotypes

SYSTEMATIC BIOLOGY

IF5.7

2017-05-29

OAAI

O'Leary, Maureen A.; Alphonse, Kenzley; Mariangeles, Arce H.; Cavaliere, Dario; Cirranello, Andrea; Dietterich, Thomas G.; Julius, Matthew; Kaufman, Seth; Law, Edith; Passarotti, Maria; Reft, Abigail; Robalino, Javier; Simmons, Nancy B.; Smith, Selena Y.; Stevenson, Dennis W.; Theriot, E. D.; Velazco, Paul M.; Walls, Ramona L.; Yu, Mengjie; Daly, Marymegan

Optimal Spatial-Dynamic Management of Stochastic Species Invasions 随机物种入侵的最佳空间动态管理

ENVIRONMENTAL & RESOURCE ECONOMICS

IF3.4

2017-03-23

PREAI

Hall, Kim Meyer; Albers, Heidi J.; Taleghan, Majid Alkaee; Dietterich, Thomas G.

Rise of Concerns about AI: Reflections and Directions 对AI的担忧上升: 反思与方向

COMMUNICATIONS OF THE ACM

IF12.2

2015-09-28

PREAI

Dietterich, Thomas G.; Horvitz, Eric J.

Penalized likelihood methods improve parameter estimates in occupancy models 惩罚似然方法改进了占用模型中的参数估计

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2015-03-31

PREAI

Hutchinson, Rebecca A.; Valente, Jonathon J.; Emerson, Sarah C.; Betts, Matthew G.; Dietterich, Thomas G.

An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2012-09-01

PREAI

Zhang, Xiaoqin Shelley; Shrestha, Bhavesh; Yoon, Sungwook; Kambhampati, Subbarao; DiBona, Phillip; Guo, Jinhong K.; McFarlane, Daniel; Hofmann, Martin O.; Whitebread, Kenneth; Appling, Darren Scott; Whitaker, Elizabeth T.; Trewhitt, Ethan B.; Ding, Li; Michaelis, James R.; McGuinness, Deborah L.; Hendler, James A.; Doppa, Janardhan Rao; Parker, Charles; Dietterich, Thomas G.; Tadepalli, Prasad; Wong, Weng-Keen; Green, Derek; Rebguns, Anton; Spears, Diana; Kuter, Ugur; Levine, Geoff; Dejong, Gerald; MacTavish, Reid L.; Ontanon, Santiago; Radhakrishnan, Jainarayan; Ram, Ashwin; Mostafa, Hala; Zafar, Huzaifa; Zhang, Chongjie; Corkill, Daniel; Lesser, Victor; Song, Zhexuan

Spatiotemporal Models for Data-Anomaly Detection in Dynamic Environmental Monitoring Campaigns

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2011-08-01

OAAI

Dereszynski, Ethan W.; Dietterich, Thomas G.

FolderPredictor: Reducing the Cost of Reaching the Right Folder

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2011-01-24

PREAI

Bao, Xinlong; Dietterich, Thomas G.