Data science

Self-Organizing Maps

Teuvo Kohonen

引用数: 10390 • 1995

Review of deep learning: concepts, CNN architectures, challenges, applications, future directions

Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Q. Al-Dujaili, Ye Duan, Omran Al-Shamma, José Santamaría, Mohammed A. Fadhel, Muthana Al‐Amidie, Laith Farhan

引用数: 7484 • 2021

Swarm Intelligence

Eric Bonabeau, Marco Dorigo, Guy Théraulaz

引用数: 6404 • 1999

A guide to deep learning in healthcare

Andre Esteva, Alexandre Robicquet, Bharath Ramsundar, Volodymyr Kuleshov, Mark A. DePristo, Katherine Chou, Claire Cui, Greg S. Corrado, Sebastian Thrun, Jeff Dean

引用数: 4608 • 2018

Causal Diagrams for Epidemiologic Research

Sander Greenland, Judea Pearl, James M. Robins

引用数: 3663 • 1999

Robot Vision

Berthold K. P. Horn

引用数: 3635 • 1986

Big Data in Smart Farming – A review

J. Wolfert, Lan Ge, C.N. Verdouw, M.J. Bogaardt

引用数: 2977 • 2017

How artificial intelligence will change the future of marketing

Thomas H. Davenport, Abhijit Guha, Dhruv Grewal, Timna Breßgott

引用数: 2300 • 2019

Deep Learning for 3D Point Clouds: A Survey

Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun

引用数: 2225 • 2020

The Quadtree and Related Hierarchical Data Structures

Hanan Samet

引用数: 2194 • 1984

On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tong Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Ahmad Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Benjamin T. Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon-Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Yang Wang

引用数: 2177 • 2021

Drug Discovery and Natural Products: End of an Era or an Endless Frontier?

Jesse W.-H. Li, John C. Vederas

引用数: 2051 • 2009

State-of-the-Art in Visual Attention Modeling

Ali Borji, Laurent Itti

引用数: 1834 • 2012

Bayesian Reasoning and Machine Learning

David Barber

引用数: 1651 • 2012

Continuum Robots for Medical Applications: A Survey

Jessica Burgner-Kahrs, D. Caleb Rucker, Howie Choset

引用数: 1492 • 2015

Robotic mapping: a survey

Sebastian Thrun

引用数: 1293 • 2003

Multiagent Systems: A Survey from a Machine Learning Perspective

Peter Stone, Manuela Veloso

引用数: 1188 • 2000

Brain Intelligence: Go beyond Artificial Intelligence

Huimin Lu, Yujie Li, Min Chen, Hyoung Seop Kim, Seiichi Serikawa

引用数: 1136 • 2017

The grand challenges of <i>Science Robotics</i>

Guang‐Zhong Yang, Jim Bellingham, Pierre E. Dupont, Peer Fischer, Luciano Floridi, Robert J. Full, Neil Jacobstein, Vijay Kumar, Marcia McNutt, Robert Merrifield, Bradley J. Nelson, Brian Scassellati, Mariarosaria Taddeo, Russell H. Taylor, Manuela Veloso, Zhong Lin Wang, Robert J. Wood

引用数: 1134 • 2018

Data-Driven Science and Engineering

Steven L. Brunton, J. Nathan Kutz

引用数: 1100 • 2019