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ORCIDJosé Hernández-Orallo
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- affiliation: Polytechnic University of Valencia, Spain
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2020 – today
- 2025
[j61]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, M. José Ramrez-Quintana, Fernando Martínez-Plumed:
Cracking black-box models: Revealing hidden machine learning techniques behind their predictions. Intell. Data Anal. 29(1): 28-44 (2025)- [j60]Wout Schellaert
, Fernando Martínez-Plumed, José Hernández-Orallo:
Analysing the Predictability of Language Model Performance. ACM Trans. Intell. Syst. Technol. 16(2): 30:1-30:26 (2025) - [i57]Fazl Barez, Tingchen Fu, Ameya Prabhu, Stephen Casper, Amartya Sanyal, Adel Bibi, Aidan O'Gara, Robert Kirk, Ben Bucknall, Timothy Fist, Luke Ong, Philip Torr, Kwok-Yan Lam, Robert Trager, David Krueger, Sören Mindermann, José Hernández-Orallo, Mor Geva, Yarin Gal:
Open Problems in Machine Unlearning for AI Safety. CoRR abs/2501.04952 (2025) - [i56]Daniel Romero-Alvarado, Fernando Martínez-Plumed, José Hernández-Orallo:
What should an AI assessor optimise for? CoRR abs/2502.00365 (2025) - [i55]Lorenzo Pacchiardi, Konstantinos Voudouris, Ben Slater, Fernando Martínez-Plumed, José Hernández-Orallo, Lexin Zhou, Wout Schellaert:
PredictaBoard: Benchmarking LLM Score Predictability. CoRR abs/2502.14445 (2025) - [i54]John Burden, Marko Tesic, Lorenzo Pacchiardi, José Hernández-Orallo:
Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture. CoRR abs/2502.15620 (2025) - [i53]Lexin Zhou, Lorenzo Pacchiardi, Fernando Martínez-Plumed, Katherine M. Collins, Yael Moros-Daval, Seraphina Zhang, Qinlin Zhao, Yitian Huang, Luning Sun, Jonathan E. Prunty, Zongqian Li, Pablo Sánchez-García, Kexin Jiang Chen, Pablo A. M. Casares, Jiyun Zu, John Burden, Behzad Mehrbakhsh, David Stillwell, Manuel Cebrián, Jindong Wang, Peter Henderson, Sherry Tongshuang Wu, Patrick C. Kyllonen, Lucy Cheke, Xing Xie, José Hernández-Orallo:
General Scales Unlock AI Evaluation with Explanatory and Predictive Power. CoRR abs/2503.06378 (2025) - [i52]Danaja Rutar, Alva Markelius, Konstantinos Voudouris, José Hernández-Orallo, Lucy Cheke:
Cognitive Science-Inspired Evaluation of Core Capabilities for Object Understanding in AI. CoRR abs/2503.21668 (2025) - [i51]Diogo Freitas, Brigt Arve Toppe Håvardstun, Cèsar Ferri, Darío Garigliotti, Jan Arne Telle, José Hernández-Orallo:
Relative Drawing Identification Complexity is Invariant to Modality in Vision-Language Models. CoRR abs/2505.10583 (2025) - [i50]Kerem Oktar, Katherine M. Collins, José Hernández-Orallo, Diane Coyle, Stephen Cave, Adrian Weller, Ilia Sucholutsky:
Identifying, Evaluating, and Mitigating Risks of AI Thought Partnerships. CoRR abs/2505.16899 (2025) - [i49]Yuchen Wu, Edward Sun, Kaijie Zhu, Jianxun Lian, José Hernández-Orallo, Aylin Caliskan, Jindong Wang:
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach. CoRR abs/2505.18882 (2025) - [i48]Irene Testini, José Hernández-Orallo, Lorenzo Pacchiardi:
Measuring Data Science Automation: A Survey of Evaluation Tools for AI Assistants and Agents. CoRR abs/2506.08800 (2025) - 2024
- [j59]Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo:
Larger and more instructable language models become less reliable. Nat. 634(8032): 61-68 (2024) - [j58]Usman Anwar, Abulhair Saparov, Javier Rando, Daniel Paleka, Miles Turpin, Peter Hase, Ekdeep Singh Lubana, Erik Jenner, Stephen Casper, Oliver Sourbut, Benjamin L. Edelman, Zhaowei Zhang, Mario Günther, Anton Korinek, José Hernández-Orallo, Lewis Hammond, Eric J. Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi Chenyu Zhang, Ruiqi Zhong, Seán Ó hÉigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Aleksandar Petrov, Christian Schröder de Witt, Sumeet Ramesh Motwani, Yoshua Bengio, Danqi Chen, Philip Torr, Samuel Albanie, Tegan Maharaj, Jakob Nicolaus Foerster, Florian Tramèr, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger:
Foundational Challenges in Assuring Alignment and Safety of Large Language Models. Trans. Mach. Learn. Res. 2024 (2024) - [c98]Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo:
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI 2024: 22712 - [c97]José Hernández-Orallo:
Caveats and Solutions for Characterising General-Purpose AI. ECAI 2024: 2-9 - [c96]Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo:
Distilling the Effects of Language Model Contamination. ECAI 2024: 2298-2305 - [c95]Yael Moros-Daval, Fernando Martínez-Plumed, José Hernández-Orallo:
Language Task Difficulty Prediction Through LLM-Annotated Meta-Features. ECAI 2024: 2434-2441 - [c94]Daniel Romero-Alvarado, José Hernández-Orallo, Fernando Martínez-Plumed:
How Resilient are Language Models to Text Perturbations? IDEAL (1) 2024: 85-96 - [c93]Rakshit Trivedi, Akbir Khan, Jesse Clifton, Lewis Hammond, Edgar A. Duéñez-Guzmán, Dipam Chakraborty, John P. Agapiou, Jayd Matyas, Alexander Sasha Vezhnevets, Barna Pásztor, Yunke Ao, Omar G. Younis, Jiawei Huang, Benjamin Swain, Haoyuan Qin, Mian Deng, Ziwei Deng, Utku Erdoganaras, Yue Zhao, Marko Tesic, Natasha Jaques, Jakob N. Foerster, Vincent Conitzer, José Hernández-Orallo, Dylan Hadfield-Menell, Joel Z. Leibo:
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence. NeurIPS 2024 - [e13]Gabriel Pedroza, Xiaowei Huang, Xin Cynthia Chen, Fabio Arnez, Huáscar Espinoza, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, Andreas Theodorou:
Proceedings of the IJCAI 2024 Workshop on Artificial Intelligence Safety (AISafety 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju, Korea, August 4, 2024. CEUR Workshop Proceedings 3856, CEUR-WS.org 2024 [contents] - [d3]Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo:
Larger and More Instructable Language Models Turned Less Reliable (Code and Data). Zenodo, 2024
- [d2]Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo:
Larger and more instructable language models become less reliable (code and data). Zenodo, 2024 - [d1]Lexin Zhou, Wout Schellaert, Fernando Martínez-Plumed, Yael Moros-Daval, Cèsar Ferri, José Hernández-Orallo:
Larger and more instructable language models become less reliable (code and data). Zenodo, 2024 - [i47]Cèsar Ferri, Darío Garigliotti, Brigt Arve Toppe Håvardstun, José Hernández-Orallo, Jan Arne Telle:
When Redundancy Matters: Machine Teaching of Representations. CoRR abs/2401.12711 (2024) - [i46]David Nieves, María José Ramírez-Quintana, Carlos Monserrat, César Ferri, José Hernández-Orallo:
Learning Alternative Ways of Performing a Task. CoRR abs/2404.02579 (2024) - [i45]Usman Anwar, Abulhair Saparov, Javier Rando, Daniel Paleka, Miles Turpin, Peter Hase, Ekdeep Singh Lubana, Erik Jenner, Stephen Casper, Oliver Sourbut, Benjamin L. Edelman, Zhaowei Zhang, Mario Günther, Anton Korinek, José Hernández-Orallo, Lewis Hammond, Eric J. Bigelow, Alexander Pan, Lauro Langosco, Tomasz Korbak, Heidi C. Zhang, Ruiqi Zhong, Seán Ó hÉigeartaigh, Gabriel Recchia, Giulio Corsi, Alan Chan, Markus Anderljung, Lilian Edwards, Yoshua Bengio, Danqi Chen, Samuel Albanie, Tegan Maharaj, Jakob N. Foerster, Florian Tramèr, He He, Atoosa Kasirzadeh, Yejin Choi, David Krueger:
Foundational Challenges in Assuring Alignment and Safety of Large Language Models. CoRR abs/2404.09932 (2024) - [i44]John Burden, Manuel Cebrián, José Hernández-Orallo:
Conversational Complexity for Assessing Risk in Large Language Models. CoRR abs/2409.01247 (2024) - [i43]Lorenzo Pacchiardi, Lucy G. Cheke, José Hernández-Orallo:
100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances. CoRR abs/2409.03563 (2024) - [i42]Lorenzo Pacchiardi, Marko Tesic, Lucy G. Cheke, José Hernández-Orallo:
Leaving the barn door open for Clever Hans: Simple features predict LLM benchmark answers. CoRR abs/2410.11672 (2024) - 2023
- [j57]Fernando Martínez-Plumed, José Hernández-Orallo:
Training Data Scientists Through Project-Based Learning. Rev. Iberoam. de Tecnol. del Aprendiz. 18(3): 295-304 (2023) - [j56]Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo:
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. 77: 377-394 (2023) - [j55]Gonzalo Jaimovitch-López, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Can language models automate data wrangling? Mach. Learn. 112(6): 2053-2082 (2023) - [j54]Manuel Garcia-Piqueras, José Hernández-Orallo:
Heuristic search of optimal machine teaching curricula. Mach. Learn. 112(10): 4049-4080 (2023) - [j53]Radosvet Desislavov, Fernando Martínez-Plumed, José Hernández-Orallo:
Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning. Sustain. Comput. Informatics Syst. 38: 100857 (2023) - [j52]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023) - [c92]Behzad Mehrbakhsh, Fernando Martínez-Plumed, José Hernández-Orallo:
Adversarial Benchmark Evaluation Rectified by Controlling for Difficulty. ECAI 2023: 1696-1703 - [c91]Brigt Arve Toppe Håvardstun, Cèsar Ferri, José Hernández-Orallo, Pekka Parviainen, Jan Arne Telle:
XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features. ECML/PKDD (3) 2023: 378-393 - [e12]Gabriel Pedroza, Xiaowei Huang, Xin Cynthia Chen, Andreas Theodorou, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid:
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023. CEUR Workshop Proceedings 3381, CEUR-WS.org 2023 [contents] - [e11]Gabriel Pedroza, Xiaowei Huang, Xin Cynthia Chen, Andreas Theodorou, Huáscar Espinoza, Nikolaos Matragkas, José Hernández-Orallo, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid, David M. Bossens, Bettina Könighofer, Sebastian Tschiatschek, Anqi Liu:
Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), Macau, China, August 21-22, 2023. CEUR Workshop Proceedings 3505, CEUR-WS.org 2023 [contents] - [i41]Anthony G. Cohn, José Hernández-Orallo:
Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs. CoRR abs/2304.11164 (2023) - [i40]Ryan Burnell, Han Hao, Andrew R. A. Conway, José Hernández-Orallo:
Revealing the structure of language model capabilities. CoRR abs/2306.10062 (2023) - [i39]John Burden, Konstantinos Voudouris, Ryan Burnell, Danaja Rutar, Lucy Cheke, José Hernández-Orallo:
Inferring Capabilities from Task Performance with Bayesian Triangulation. CoRR abs/2309.11975 (2023) - [i38]Lexin Zhou, Pablo Antonio Moreno Casares, Fernando Martínez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, Cèsar Ferri, Alexandru Marcoci, Behzad Mehrbakhsh, Yael Moros-Daval, Seán Ó hÉigeartaigh, Danaja Rutar, Wout Schellaert, Konstantinos Voudouris, José Hernández-Orallo:
Predictable Artificial Intelligence. CoRR abs/2310.06167 (2023) - [i37]Ross Gruetzemacher, Alan Chan, Kevin Frazier, Christy Manning, Stepán Los, James Fox, José Hernández-Orallo, John Burden, Matija Franklin, Clíodhna Ní Ghuidhir, Mark M. Bailey, Daniel Eth, Toby D. Pilditch, Kyle A. Kilian:
An International Consortium for Evaluations of Societal-Scale Risks from Advanced AI. CoRR abs/2310.14455 (2023) - [i36]Xiting Wang, Liming Jiang, José Hernández-Orallo, Luning Sun, David Stillwell, Fang Luo, Xing Xie:
Evaluating General-Purpose AI with Psychometrics. CoRR abs/2310.16379 (2023) - [i35]Konstantinos Voudouris, Ibrahim Alhas, Wout Schellaert, Matthew Crosby, Joel Holmes, John Burden, Niharika Chaubey, Niall Donnelly, Matishalin Patel, Marta Halina, José Hernández-Orallo, Lucy G. Cheke:
Animal-AI 3: What's New & Why You Should Care. CoRR abs/2312.11414 (2023) - 2022
- [j51]Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating data science. Commun. ACM 65(3): 76-87 (2022) - [c90]Pablo Antonio Moreno Casares, Bao Sheng Loe, John Burden, Seán Ó hÉigeartaigh, José Hernández-Orallo:
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild. AAAI 2022: 5295-5303 - [c89]Fernando Martínez-Plumed, David Castellano Falcón, Carlos Monserrat Aranda, José Hernández-Orallo:
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty. AAAI 2022: 7719-7727 - [c88]José Hernández-Orallo, Wout Schellaert, Fernando Martínez-Plumed:
Training on the Test Set: Mapping the System-Problem Space in AI. AAAI 2022: 12256-12261 - [c87]Ryan Burnell, John Burden, Danaja Rutar, Konstantinos Voudouris, Lucy Cheke, José Hernández-Orallo:
Not a Number: Identifying Instance Features for Capability-Oriented Evaluation. IJCAI 2022: 2827-2835 - [c86]Anthony G. Cohn, José Hernández-Orallo, Julius Sechang Mboli, Yael Moros-Daval, Zhiliang Xiang, Lexin Zhou:
A Framework for Categorising AI Evaluation Instruments. EBeM@IJCAI 2022 - [c85]Cèsar Ferri, José Hernández-Orallo, Jan Arne Telle:
Non-Cheating Teaching Revisited: A New Probabilistic Machine Teaching Model. IJCAI 2022: 2973-2979 - [c84]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks (Extended Abstract). IJCAI 2022: 5777-5781 - [c83]Konstantinos Voudouris, Niall Donnelly, Danaja Rutar, Ryan Burnell, John Burden, José Hernández-Orallo, Lucy Cheke:
Evaluating Object Permanence in Embodied Agents using the Animal-AI Environment. EBeM@IJCAI 2022 - [c82]Lexin Zhou, Fernando Martínez-Plumed, José Hernández-Orallo, Cèsar Ferri, Wout Schellaert:
Reject Before You Run: Small Assessors Anticipate Big Language Models. EBeM@IJCAI 2022 - [c81]Yue Zhao, José Hernández-Orallo:
Heterogeneity Breaks the Game: Evaluating Cooperation-Competition with Multisets of Agents. ECML/PKDD (4) 2022: 167-182 - [p1]José Hernández-Orallo, Cèsar Ferri:
Teaching and Explanation: Aligning Priors between Machines and Humans. Human-Like Machine Intelligence 2022: 171-196 - [e10]Gabriel Pedroza, José Hernández-Orallo, Xin Cynthia Chen, Xiaowei Huang, Huáscar Espinoza, Mauricio Castillo-Effen, John A. McDermid, Richard Mallah, Seán Ó hÉigeartaigh:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Virtual, February, 2022. CEUR Workshop Proceedings 3087, CEUR-WS.org 2022 [contents] - [e9]José Hernández-Orallo, Lucy Cheke, Joshua B. Tenebaum, Tomer D. Ullman, Fernando Martínez-Plumed, Danaja Rutar, John Burden, Ryan Burnell, Wout Schellaert:
Proceedings of the Workshop on AI Evaluation Beyond Metrics co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022), Vienna, Austria, July 25th, 2022. CEUR Workshop Proceedings 3169, CEUR-WS.org 2022 [contents] - [e8]Gabriel Pedroza, Xin Cynthia Chen, José Hernández-Orallo, Xiaowei Huang, Huáscar Espinoza, Richard Mallah, John A. McDermid, Mauricio Castillo-Effen:
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), Vienna, Austria, July 24-25, 2022. CEUR Workshop Proceedings 3215, CEUR-WS.org 2022 [contents] - [i34]Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. CoRR abs/2206.04615 (2022) - 2021
- [j50]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. Artif. Intell. 293: 103438 (2021) - [j49]Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021) - [j48]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Missing the missing values: The ugly duckling of fairness in machine learning. Int. J. Intell. Syst. 36(7): 3217-3258 (2021) - [j47]Songül Tolan, Annarosa Pesole, Fernando Martínez-Plumed, Enrique Fernández-Macías, José Hernández-Orallo, Emilia Gómez:
Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks. J. Artif. Intell. Res. 71: 191-236 (2021) - [j46]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
AUTOMAT[R]IX: learning simple matrix pipelines. Mach. Learn. 110(4): 779-799 (2021) - [j45]Fernando Martínez-Plumed, Emilia Gómez, José Hernández-Orallo:
Futures of artificial intelligence through technology readiness levels. Telematics Informatics 58: 101525 (2021) - [j44]Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach:
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33(8): 3048-3061 (2021) - [c80]John Burden, José Hernández-Orallo, Seán Ó hÉigeartaigh:
Negative Side Effects and AI Agent Indicators: Experiments in SafeLife. SafeAI@AAAI 2021 - [c79]Fernando Martínez-Plumed, José Hernández-Orallo:
Project-Based Learning for Scaffolding Data Scientists' Skills. ICCSE 2021: 758-763 - [c78]Gust Verbruggen, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Luc De Raedt:
Muppets: Multipurpose Table Segmentation. IDA 2021: 389-401 - [c77]Gonzalo Jaimovitch-López, David Castellano Falcón, César Ferri, José Hernández-Orallo:
Think Big, Teach Small: Do Language Models Distil Occam's Razor? NeurIPS 2021: 1610-1623 - [c76]Manuel Garcia-Piqueras, José Hernández-Orallo:
Optimal Teaching Curricula with Compositional Simplicity Priors. ECML/PKDD (1) 2021: 705-721 - [e7]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), Virtual, February 8, 2021. CEUR Workshop Proceedings 2808, CEUR-WS.org 2021 [contents] - [e6]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, Gabriel Pedroza:
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August, 2021. CEUR Workshop Proceedings 2916, CEUR-WS.org 2021 [contents] - [i33]Tijl De Bie, Luc De Raedt, José Hernández-Orallo, Holger H. Hoos, Padhraic Smyth, Christopher K. I. Williams:
Automating Data Science: Prospects and Challenges. CoRR abs/2105.05699 (2021) - [i32]Manuel Garcia-Piqueras, José Hernández-Orallo:
Conditional Teaching Size. CoRR abs/2107.07038 (2021) - [i31]Radosvet Desislavov, Fernando Martínez-Plumed, José Hernández-Orallo:
Compute and Energy Consumption Trends in Deep Learning Inference. CoRR abs/2109.05472 (2021) - 2020
- [j43]Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia-Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [j42]David Nieves, María José Ramírez-Quintana, Carlos Monserrat Aranda, Cèsar Ferri, José Hernández-Orallo:
Learning alternative ways of performing a task. Expert Syst. Appl. 148: 113263 (2020) - [j41]José Hernández-Orallo:
Twenty Years Beyond the Turing Test: Moving Beyond the Human Judges Too. Minds Mach. 30(4): 533-562 (2020) - [j40]Fernando Martínez-Plumed, José Hernández-Orallo:
Dual Indicators to Analyze AI Benchmarks: Difficulty, Discrimination, Ability, and Generality. IEEE Trans. Games 12(2): 121-131 (2020) - [c75]John Burden, José Hernández-Orallo:
Exploring AI Safety in Degrees: Generality, Capability and Control. SafeAI@AAAI 2020: 36-40 - [c74]Fernando Martínez-Plumed, Songül Tolan, Annarosa Pesole, José Hernández-Orallo, Enrique Fernández-Macías, Emilia Gómez:
Does AI Qualify for the Job?: A Bidirectional Model Mapping Labour and AI Intensities. AIES 2020: 94-100 - [c73]José Hernández-Orallo:
AI Safety Landscape From short-term specific system engineering to long-term artificial general intelligence. DSN Workshops 2020: 72-73 - [c72]Raül Fabra-Boluda, Cèsar Ferri, Fernando Martínez-Plumed, José Hernández-Orallo, M. José Ramírez-Quintana:
Family and Prejudice: A Behavioural Taxonomy of Machine Learning Techniques. ECAI 2020: 1135-1142 - [c71]José Hernández-Orallo, Jan Arne Telle:
Finite and Confident Teaching in Expectation: Sampling from Infinite Concept Classes. ECAI 2020: 1182-1189 - [c70]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Jess Whittlestone, Seán Ó hÉigeartaigh:
AI Paradigms and AI Safety: Mapping Artefacts and Techniques to Safety Issues. ECAI 2020: 2521-2528 - [c69]Fernando Martínez-Plumed, José Hernández-Orallo, Emilia Gómez:
Tracking AI: The Capability Is (Not) Near. ECAI 2020: 2915-2916 - [e5]Huáscar Espinoza, José Hernández-Orallo, Xin Cynthia Chen, Seán S. ÓhÉigeartaigh, Xiaowei Huang, Mauricio Castillo-Effen, Richard Mallah, John A. McDermid:
Proceedings of the Workshop on Artificial Intelligence Safety, co-located with 34th AAAI Conference on Artificial Intelligence, SafeAI@AAAI 2020, New York City, NY, USA, February 7, 2020. CEUR Workshop Proceedings 2560, CEUR-WS.org 2020 [contents] - [e4]Huáscar Espinoza, John A. McDermid, Xiaowei Huang, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021. CEUR Workshop Proceedings 2640, CEUR-WS.org 2020 [contents] - [i30]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Evaluating the Apperception Engine. CoRR abs/2007.05367 (2020)
2010 – 2019
- 2019
- [j39]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Item response theory in AI: Analysing machine learning classifiers at the instance level. Artif. Intell. 271: 18-42 (2019) - [j38]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen, Seán Ó hÉigeartaigh, José Hernández-Orallo, Chiori Hori, Xiaowei Huang, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam, Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni:
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [j37]Cèsar Ferri, José Hernández-Orallo, Peter A. Flach:
Setting decision thresholds when operating conditions are uncertain. Data Min. Knowl. Discov. 33(4): 805-847 (2019) - [j36]José Hernández-Orallo:
AI Generality and Spearman's Law of Diminishing Returns. J. Artif. Intell. Res. 64: 529-562 (2019) - [j35]Jan Arne Telle, José Hernández-Orallo, Cèsar Ferri:
The teaching size: computable teachers and learners for universal languages. Mach. Learn. 108(8-9): 1653-1675 (2019) - [j34]José Hernández-Orallo:
Gazing into Clever Hans machines. Nat. Mach. Intell. 1(4): 172-173 (2019) - [c68]José Hernández-Orallo, Fernando Martínez-Plumed, Shahar Avin, Seán Ó hÉigeartaigh:
Surveying Safety-relevant AI Characteristics. SafeAI@AAAI 2019 - [c67]José Hernández-Orallo, Karina Vold:
AI Extenders: The Ethical and Societal Implications of Humans Cognitively Extended by AI. AIES 2019: 507-513 - [c66]Matthew Crosby, Benjamin Beyret, Murray Shanahan, José Hernández-Orallo, Lucy Cheke, Marta Halina:
The Animal-AI Testbed and Competition. NeurIPS (Competition and Demos) 2019: 164-176 - [c65]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo:
Automating Common Data Science Matrix Transformations. PKDD/ECML Workshops (1) 2019: 17-27 - [c64]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge. ECML/PKDD (3) 2019: 735-751 - [c63]Lidia Contreras Ochando, César Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
BK-ADAPT: Dynamic Background Knowledge for Automating Data Transformation. ECML/PKDD (3) 2019: 755-759 - [e3]Huáscar Espinoza, Seán Ó hÉigeartaigh, Xiaowei Huang, José Hernández-Orallo, Mauricio Castillo-Effen:
Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), Honolulu, Hawaii, January 27, 2019. CEUR Workshop Proceedings 2301, CEUR-WS.org 2019 [contents] - [e2]Huáscar Espinoza, Han Yu, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah:
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. CEUR Workshop Proceedings 2419, CEUR-WS.org 2019 [contents] - [i29]Fernando Martínez-Plumed, Cèsar Ferri, David Nieves, José Hernández-Orallo:
Fairness and Missing Values. CoRR abs/1905.12728 (2019) - [i28]Benjamin Beyret, José Hernández-Orallo, Lucy Cheke, Marta Halina, Murray Shanahan, Matthew Crosby:
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition. CoRR abs/1909.07483 (2019) - [i27]Richard Evans, José Hernández-Orallo, Johannes Welbl, Pushmeet Kohli, Marek J. Sergot:
Making sense of sensory input. CoRR abs/1910.02227 (2019) - 2018
- [c62]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana:
Identifying the Machine Learning Family from Black-Box Models. CAEPIA 2018: 55-65 - [c61]Fernando Martínez-Plumed, Bao Sheng Loe, Peter A. Flach, Seán Ó hÉigeartaigh, Karina Vold, José Hernández-Orallo:
The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI. IJCAI 2018: 5180-5187 - [i26]José Hernández-Orallo, Jan Arne Telle:
Finite Biased Teaching with Infinite Concept Classes. CoRR abs/1804.07121 (2018) - [i25]Fernando Martínez-Plumed, Shahar Avin, Miles Brundage, Allan Dafoe, Seán Ó hÉigeartaigh, José Hernández-Orallo:
Accounting for the Neglected Dimensions of AI Progress. CoRR abs/1806.00610 (2018) - [i24]Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold:
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR abs/1806.03192 (2018) - [i23]Enrique Fernández-Macías, Emilia Gómez, José Hernández-Orallo, Bao Sheng Loe, Bertin Martens, Fernando Martínez-Plumed, Songül Tolan:
A multidisciplinary task-based perspective for evaluating the impact of AI autonomy and generality on the future of work. CoRR abs/1807.02416 (2018) - [i22]Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, María José Ramírez-Quintana, Susumu Katayama:
General-purpose Declarative Inductive Programming with Domain-Specific Background Knowledge for Data Wrangling Automation. CoRR abs/1809.10054 (2018) - [i21]Fernando Martínez-Plumed, José Hernández-Orallo:
Analysing Results from AI Benchmarks: Key Indicators and How to Obtain Them. CoRR abs/1811.08186 (2018) - 2017
- [b1]José Hernández-Orallo:
The Measure of All Minds: Evaluating Natural and Artificial Intelligence. Cambridge University Press 2017, ISBN 9781316594179 - [j33]José Hernández-Orallo, Marco Baroni, Jordi Bieger, Nader Chmait, David L. Dowe, Katja Hofmann, Fernando Martínez-Plumed, Claes Strannegård, Kristinn R. Thórisson:
A New AI Evaluation Cosmos: Ready to Play the Game? AI Mag. 38(3): 66-69 (2017) - [j32]José Hernández-Orallo:
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement. Artif. Intell. Rev. 48(3): 397-447 (2017) - [j31]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
A computational analysis of general intelligence tests for evaluating cognitive development. Cogn. Syst. Res. 43: 100-118 (2017) - [c60]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer Models Solving Intelligence Test Problems: Progress and Implications (Extended Abstract). IJCAI 2017: 5005-5009 - [c59]David Nieves, César Ferri, José Hernández-Orallo, Carlos Monserrat:
Low-level Event Detection System for Minimally-Invasive Surgery Training. iWOAR 2017: 5:1-5:6 - [c58]Kristina Y. Yordanova, Carlos Monserrat, David Nieves, José Hernández-Orallo:
Knowledge Extraction from Task Narratives. iWOAR 2017: 7:1-7:6 - [c57]Sankalp Bhatnagar, Anna Alexandrova, Shahar Avin, Stephen Cave, Lucy Cheke, Matthew Crosby, Jan Feyereisl, Marta Halina, Bao Sheng Loe, Seán Ó hÉigeartaigh, Fernando Martínez-Plumed, Huw Price, Henry Shevlin, Adrian Weller, Alan F. T. Winfield, José Hernández-Orallo:
Mapping Intelligence: Requirements and Possibilities. PT-AI 2017: 117-135 - [c56]Raül Fabra-Boluda, Cèsar Ferri, José Hernández-Orallo, Fernando Martínez-Plumed, M. José Ramírez-Quintana:
Modelling Machine Learning Models. PT-AI 2017: 175-186 - [i20]Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana:
CASP-DM: Context Aware Standard Process for Data Mining. CoRR abs/1709.09003 (2017) - 2016
- [j30]José Hernández-Orallo, Fernando Martínez-Plumed, Ute Schmid, Michael Siebers, David L. Dowe:
Computer models solving intelligence test problems: Progress and implications. Artif. Intell. 230: 74-107 (2016) - [j29]José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche:
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29(5): 551-566 (2016) - [j28]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana:
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30(4): 848-890 (2016) - [c55]José Hernández-Orallo:
Is Spearman's Law of Diminishing Returns (SLODR) Meaningful for Artificial Agents? ECAI 2016: 471-479 - [c54]Fernando Martínez-Plumed, Ricardo B. C. Prudêncio, Adolfo Martínez Usó, José Hernández-Orallo:
Making Sense of Item Response Theory in Machine Learning. ECAI 2016: 1140-1148 - 2015
- [j27]José Hernández-Orallo:
On environment difficulty and discriminating power. Auton. Agents Multi Agent Syst. 29(3): 402-454 (2015) - [j26]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, María José Ramírez:
Knowledge acquisition with forgetting: an incremental and developmental setting. Adapt. Behav. 23(5): 283-299 (2015) - [j25]Sumit Gulwani, José Hernández-Orallo, Emanuel Kitzelmann, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Inductive programming meets the real world. Commun. ACM 58(11): 90-99 (2015) - [j24]Tarek R. Besold, José Hernández-Orallo, Ute Schmid:
Can Machine Intelligence be Measured in the Same Way as Human intelligence? Künstliche Intell. 29(3): 291-297 (2015) - [j23]José Hernández-Orallo:
Derek Partridge: What Makes You Clever: The Puzzle of Intelligence - World Scientific, 2013, xvi+447, $25.00, ISBN: 978-981-4513. Minds Mach. 25(1): 97-101 (2015) - [c53]José Hernández-Orallo:
Stochastic Tasks: Difficulty and Levin Search. AGI 2015: 90-100 - [c52]Javier Insa-Cabrera, José Hernández-Orallo:
Instrumental Properties of Social Testbeds. AGI 2015: 101-110 - [c51]José Hernández-Orallo:
C-Tests Revisited: Back and Forth with Complexity. AGI 2015: 272-282 - [c50]Adolfo Martínez Usó, José Hernández-Orallo, M. José Ramírez-Quintana, Fernando Martínez-Plumed:
Pentaho + R: An Integral View for Multidimensional Prediction Models. CAEPIA 2015: 234-244 - [c49]Adolfo Martínez Usó, José Hernández-Orallo:
Multidimensional Prediction Models When the Resolution Context Changes. ECML/PKDD (2) 2015: 509-524 - [i19]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Forgetting and consolidation for incremental and cumulative knowledge acquisition systems. CoRR abs/1502.05615 (2015) - [i18]José Hernández-Orallo:
Universal Psychometrics Tasks: difficulty, composition and decomposition. CoRR abs/1503.07587 (2015) - [i17]José Hernández-Orallo, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Approaches and Applications of Inductive Programming (Dagstuhl Seminar 15442). Dagstuhl Reports 5(10): 89-111 (2015) - 2014
- [j22]David L. Dowe, José Hernández-Orallo:
How universal can an intelligence test be? Adapt. Behav. 22(1): 51-69 (2014) - [j21]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bridging the Gap between Distance and Generalization. Comput. Intell. 30(3): 473-513 (2014) - [j20]José Hernández-Orallo, David L. Dowe, M. Victoria Hernández-Lloreda:
Universal psychometrics: Measuring cognitive abilities in the machine kingdom. Cogn. Syst. Res. 27: 50-74 (2014) - [j19]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aggregative quantification for regression. Data Min. Knowl. Discov. 28(2): 475-518 (2014) - [j18]José Hernández-Orallo:
Probabilistic Reframing for Cost-Sensitive Regression. ACM Trans. Knowl. Discov. Data 8(4): 17:1-17:55 (2014) - [c48]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
A Knowledge Growth and Consolidation Framework for Lifelong Machine Learning Systems. ICMLA 2014: 111-116 - [i16]Javier Insa-Cabrera, José Hernández-Orallo:
Definition and properties to assess multi-agent environments as social intelligence tests. CoRR abs/1408.6350 (2014) - [i15]José Hernández-Orallo:
AI Evaluation: past, present and future. CoRR abs/1408.6908 (2014) - [i14]José Hernández-Orallo:
A note about the generalisation of the $C$-tests. CoRR abs/1412.8529 (2014) - 2013
- [j17]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the effect of calibration in classifier combination. Appl. Intell. 38(4): 566-585 (2013) - [j16]José Hernández-Orallo, David L. Dowe:
On Potential Cognitive Abilities in the Machine Kingdom. Minds Mach. 23(2): 179-210 (2013) - [j15]José Hernández-Orallo, Peter A. Flach, César Ferri:
ROC curves in cost space. Mach. Learn. 93(1): 71-91 (2013) - [j14]José Hernández-Orallo:
ROC curves for regression. Pattern Recognit. 46(12): 3395-3411 (2013) - [i13]José Hernández-Orallo:
Complexity distribution of agent policies. CoRR abs/1302.2056 (2013) - [i12]José Hernández-Orallo:
A short note on estimating intelligence from user profiles in the context of universal psychometrics: prospects and caveats. CoRR abs/1305.1655 (2013) - [i11]David L. Dowe, José Hernández-Orallo:
On the universality of cognitive tests. CoRR abs/1305.1991 (2013) - [i10]Celestine Periale Maguedong-Djoumessi, José Hernández-Orallo:
Test cost and misclassification cost trade-off using reframing. CoRR abs/1305.7111 (2013) - [i9]Fernando Martínez-Plumed, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
On the definition of a general learning system with user-defined operators. CoRR abs/1311.4235 (2013) - 2012
- [j13]José Hernández-Orallo, Peter A. Flach, César Ferri:
A unified view of performance metrics: translating threshold choice into expected classification loss. J. Mach. Learn. Res. 13: 2813-2869 (2012) - [c47]Javier Insa-Cabrera, Jose-Luis Benacloch-Ayuso, José Hernández-Orallo:
On Measuring Social Intelligence: Experiments on Competition and Cooperation. AGI 2012: 126-135 - [c46]José Hernández-Orallo, Javier Insa-Cabrera, David L. Dowe, Bill Hibbard:
Turing Tests with Turing Machines. Turing-100 2012: 140-156 - [c45]Fernando Martínez-Plumed, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning with Configurable Operators and RL-Based Heuristics. NFMCP 2012: 1-16 - [i8]Javier Insa-Cabrera, Jose-Luis Benacloch-Ayuso, José Hernández-Orallo:
On the influence of intelligence in (social) intelligence testing environments. CoRR abs/1202.0837 (2012) - [i7]José Hernández-Orallo:
Soft (Gaussian CDE) regression models and loss functions. CoRR abs/1211.1043 (2012) - 2011
- [j12]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Using negotiable features for prescription problems. Computing 91(2): 135-168 (2011) - [c44]Jorge A. Bedoya-Puerta, José Hernández-Orallo, Cèsar Ferri, María José Ramírez-Quintana:
Applying distances between terms to both flat and hierarchical data. AAIP 2011: 1-16 - [c43]José Hernández-Orallo, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, Javier Insa-Cabrera:
On More Realistic Environment Distributions for Defining, Evaluating and Developing Intelligence. AGI 2011: 82-91 - [c42]Javier Insa-Cabrera, David L. Dowe, Sergio España-Cubillo, M. Victoria Hernández-Lloreda, José Hernández-Orallo:
Comparing Humans and AI Agents. AGI 2011: 122-132 - [c41]David L. Dowe, José Hernández-Orallo, Paramjit K. Das:
Compression and Intelligence: Social Environments and Communication. AGI 2011: 204-211 - [c40]Javier Insa-Cabrera, David L. Dowe, José Hernández-Orallo:
Evaluating a Reinforcement Learning Algorithm with a General Intelligence Test. CAEPIA 2011: 1-11 - [c39]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Brier Curves: a New Cost-Based Visualisation of Classifier Performance. ICML 2011: 585-592 - [c38]Peter A. Flach, José Hernández-Orallo, Cèsar Ferri Ramirez:
A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance. ICML 2011: 657-664 - [i6]Javier Insa-Cabrera, José Hernández-Orallo:
An architecture for the evaluation of intelligent systems. CoRR abs/1102.0714 (2011) - [i5]José Hernández-Orallo, Peter A. Flach, Cèsar Ferri Ramirez:
Technical Note: Towards ROC Curves in Cost Space. CoRR abs/1107.5930 (2011) - [i4]Javier Insa-Cabrera, José Hernández-Orallo:
Analysis of first prototype universal intelligence tests: evaluating and comparing AI algorithms and humans. CoRR abs/1109.5072 (2011) - [i3]Jorge-Alonso Bedoya-Puerta, José Hernández-Orallo:
Application of distances between terms for flat and hierarchical data. CoRR abs/1109.5078 (2011) - [i2]José Hernández-Orallo, Peter A. Flach, César Ferri:
Threshold Choice Methods: the Missing Link. CoRR abs/1112.2640 (2011) - 2010
- [j11]José Hernández-Orallo, David L. Dowe:
Measuring universal intelligence: Towards an anytime intelligence test. Artif. Intell. 174(18): 1508-1539 (2010) - [c37]Fernando Martínez-Plumed, Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Newton Trees. Australasian Conference on Artificial Intelligence 2010: 174-183 - [c36]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Integrated Distance for Atoms. FLOPS 2010: 150-164 - [c35]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Quantification via Probability Estimators. ICDM 2010: 737-742 - [c34]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Data Mining Strategies for CRM Negotiation Prescription Problems. IEA/AIE (1) 2010: 520-530 - [i1]José Hernández-Orallo:
Annotated English. CoRR abs/1012.5962 (2010)
2000 – 2009
- 2009
- [j10]César Ferri, José Hernández-Orallo, R. Modroiu:
An experimental comparison of performance measures for classification. Pattern Recognit. Lett. 30(1): 27-38 (2009) - [c33]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Generalisation Operators for Lists Embedded in a Metric Space. AAIP 2009: 117-139 - [c32]Antonio Bella, César Ferri, José Hernández-Orallo, María José Ramírez-Quintana:
Negotiation with Price-dependent Probability Models. WAT 2009: 9-20 - [c31]Antonio Bella, Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity-Binning Averaging: A Generalisation of Binning Calibration. IDEAL 2009: 341-349 - [c30]Ana Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
An Instantiation of Hierarchical Distance-Based Conceptual Clustering for Propositional Learning. PAKDD 2009: 637-646 - 2008
- [c29]Ana Maria Funes, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Hierarchical Distance-Based Conceptual Clustering. ECML/PKDD (1) 2008: 349-364 - 2007
- [c28]Antonio Bella, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application. IDEAL 2007: 609-619 - 2006
- [j9]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
The Mimetic Technique when the Original Data is Not Available: Model Learning and Revision. Inteligencia Artif. 10(29): 59-68 (2006) - [j8]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Similarity Functions for Structured Data. An Application to Decision Trees. Inteligencia Artif. 10(29): 109-121 (2006) - [c27]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Minimal Distance-Based Generalisation Operators for First-Order Objects. ILP 2006: 169-183 - 2005
- [c26]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
Knowledge acquisition through machine learning: minimising expert's effort. ICMLA 2005 - [c25]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Distance Based Generalisation. ILP 2005: 87-102 - [c24]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 77-82 - [c23]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Web Categorisation Using Distance-Based Decision Trees. WWV 2005: 35-40 - [r2]José Hernández-Orallo:
Data Warehousing and OLAP. Encyclopedia of Database Technologies and Applications 2005: 127-133 - [r1]José Hernández-Orallo:
Knowledge Discovery from Databases. Encyclopedia of Database Technologies and Applications 2005: 313-318 - 2004
- [j7]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6(2): 159-161 (2004) - [c22]Ricardo Blanco-Vega, José Hernández-Orallo, M. José Ramírez-Quintana:
Analysing the Trade-Off Between Comprehensibility and Accuracy in Mimetic Models. Discovery Science 2004: 338-346 - [c21]César Ferri, Peter A. Flach, José Hernández-Orallo:
Delegating classifiers. ICML 2004 - [c20]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Bagging Decision Multi-trees. Multiple Classifier Systems 2004: 41-51 - [c19]César Ferri, José Hernández-Orallo:
Cautious Classifiers. ROCAI 2004: 27-36 - [e1]José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach:
ROC Analysis in Artificial Intelligence, 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004. 2004 [contents] - 2003
- [c18]César Ferri, José Hernández-Orallo, Miguel A. Salido:
Volume under the ROC Surface for Multi-class Problems. ECML 2003: 108-120 - [c17]César Ferri, Peter A. Flach, José Hernández-Orallo:
Improving the AUC of Probabilistic Estimation Trees. ECML 2003: 121-132 - [c16]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Beam Search Extraction and Forgetting Strategies on Shared Ensembles. Multiple Classifier Systems 2003: 206-216 - [c15]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Simple Mimetic Classifiers. MLDM 2003: 156-171 - [c14]Demis Ballis, Moreno Falaschi, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Cost-sensitive diagnosis of declarative programs. WFLP 2003: 85-104 - 2002
- [c13]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
From Ensemble Methods to Comprehensible Models. Discovery Science 2002: 165-177 - [c12]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Shared Ensemble Learning Using Multi-trees. IBERAMIA 2002: 204-213 - [c11]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Induction of Decision Multi-trees Using Levin Search. International Conference on Computational Science (1) 2002: 166-175 - [c10]César Ferri, Peter A. Flach, José Hernández-Orallo:
Learning Decision Trees Using the Area Under the ROC Curve. ICML 2002: 139-146 - [c9]Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
SMILES: A Multi-purpose Learning System. JELIA 2002: 529-532 - 2001
- [j6]José Hernández-Orallo, M. José Ramírez-Quintana:
Predictive Software. Autom. Softw. Eng. 8(2): 139-166 (2001) - [c8]Cèsar Ferri Ramírez, José Hernández-Orallo, María José Ramírez-Quintana:
AND/OR trees for the learning of functional logic programs. APPIA-GULP-PRODE 2001: 329-341 - [c7]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Incremental Learning of Functional Logic Programs. FLOPS 2001: 233-247 - 2000
- [j5]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Aprendizaje Automatico de Programas Logico-Funcionales. Inteligencia Artif. 4(11): 27-38 (2000) - [j4]José Hernández-Orallo:
Truth from Trash. How Learning Makes Sense by Chris Thornton. Artif. Intell. 124(1): 161-165 (2000) - [j3]José Hernández-Orallo:
Thesis: Computational measures of information gain and reinforcement in inference processes. AI Commun. 13(1): 49-50 (2000) - [j2]José Hernández-Orallo:
Constructive reinforcement learning. Int. J. Intell. Syst. 15(3): 241-264 (2000) - [j1]José Hernández-Orallo:
Beyond the Turing Test. J. Log. Lang. Inf. 9(4): 447-466 (2000) - [c6]José Hernández-Orallo, M. José Ramírez-Quintana:
Software as Learning: Quality Factors and Life-Cycle Revised. FASE 2000: 147-162 - [c5]Cèsar Ferri Ramirez, José Hernández-Orallo, M. José Ramírez-Quintana:
Universal Learning of Classes from Sparse and Non-uniform Evidence. ILP Work-in-progress reports 2000 - [c4]José Hernández-Orallo, M. José Ramírez-Quintana:
The role of induction in (semi-)automated software life-cycles. WFLP 2000: 283-295 - [c3]César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana:
Learning functional logic classification concepts from databases. WFLP 2000: 296-308
1990 – 1999
- 1999
- [c2]José Hernández-Orallo, M. José Ramírez-Quintana:
A Strong Complete Schmema for Inductive Functional Logic Programming. ILP 1999: 116-127 - 1998
- [c1]José Hernández-Orallo, M. José Ramírez-Quintana:
Inverse Narrowing for the Induction of Functional Logic Programs. APPIA-GULP-PRODE 1998: 379-392
Coauthor Index
Lucy Cheke
aka: Lucy G. Cheke
aka: Lucy G. Cheke
[j61] [i51] [j59] [d3] [d2] [d1] [i47] [i46] [j55] [j52] [c91] [i38] [c85] [c82] [p1] [i34] [j48] [j46] [j44] [c78] [c77] [j42] [c72] [j37] [j35] [c65] [c64] [c63] [i29] [c62] [i22] [j31] [c59] [c56] [i20] [j28] [j26] [i19] [j21] [j19] [c48] [j17] [j15] [i9] [j13] [c45] [j12] [c44] [c39] [c38] [i5] [i2] [c37] [c36] [c35] [c34] [j10] [c33] [c32] [c31] [c30] [c29] [c28] [j8] [c27] [c25] [c24] [c23] [j7] [c21] [c20] [c19] [e1] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [j5] [c5] [c3]
Seán Ó hÉigeartaigh
aka: Seán S. ÓhÉigeartaigh
aka: Seán S. ÓhÉigeartaigh
[j61] [j60] [i56] [i55] [i53] [j59] [c98] [c96] [c95] [c94] [d3] [d2] [d1] [j57] [j56] [j55] [j53] [j52] [c92] [i38] [c89] [c88] [c84] [c82] [e9] [i34] [j49] [j48] [j47] [j45] [j44] [c79] [i31] [j40] [c74] [c72] [c70] [c69] [j39] [c68] [c64] [c63] [i29] [c62] [c61] [i25] [i23] [i22] [i21] [j33] [j31] [c60] [c57] [c56] [i20] [j30] [c54] [j26] [c50] [i19] [c48] [i9] [c45] [c37]
[i46] [j55] [j52] [i34] [j44] [j42] [c72] [c64] [c63] [c62] [i22] [j31] [c56] [i20] [j28] [j26] [c50] [i19] [j21] [j19] [c48] [j17] [i9] [c45] [j12] [c44] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [j9] [j8] [c27] [c26] [c25] [c24] [c23] [c22] [c20] [c16] [c15] [c14] [c13] [c12] [c11] [c9] [j6] [c8] [c7] [j5] [c6] [c5] [c4] [c3] [c2] [c1]
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