Missing the missing values: The ugly duckling of fairness in machine learning von Fernando, Martínez‐Plumed, Cèsar, Ferri, David, Nieves, José, Hernández‐Orallo

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Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence von Barash, Guy, Castillo‐Effen, Mauricio, Chhaya, Niyati, Clark, Peter, Espinoza, Huáscar, Farchi, Eitan, Geib, Christopher, Gundersen, Odd Erik, hÉigeartaig, Seán Ó, Hernández‐Orallo, José, Hori, Chiori, Huang, Xiaowei, Jaidka, Kokil, Kapanipathi, Pavan, Keren, Sarah, Kim, Seokhwan, Lanctot, Marc, Lange, Danny, Martinez, David, Mattar, Marwan, Mausam, McAuley, Julian, Michalowski, Martin, Mirsky, Reuth, Mottaghi, Roozbeh, Osborn, Joseph C., Pérolat, Julien, Schmid, Martin, Shaban‐Nejad, Arash, Shehory, Onn, Srivastava, Biplav, Streilein, William, Talamadupula, Kartik, Togelius, Julian, Yoshino, Koichiro, Zhang, Quanshi, Zitouni, Imed

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A New AI Evaluation Cosmos: Ready to Play the Game? von Hernández‐Orallo, José, Baroni, Marco, Bieger, Jordi, Chmait, Nader, Dowe, David L., Hofmann, Katja, Martínez‐Plumed, Fernando, Strannegård, Claes, Thórissons, Kristinn R.

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Team formation through an assessor: choosing MARL agents in pursuit–evasion games von Zhao, Yue, Ju, Lushan, Hernández-Orallo, Josè

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Heuristic search of optimal machine teaching curricula von Garcia-Piqueras, Manuel, Hernández-Orallo, Jose

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ROC curves for regression von Hernández-Orallo, José

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Measuring universal intelligence: Towards an anytime intelligence test von Hernández-Orallo, José, Dowe, David L.

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Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement von Hernández-Orallo, José

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Twenty Years Beyond the Turing Test: Moving Beyond the Human Judges Too von Hernández-Orallo, José

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General intelligence disentangled via a generality metric for natural and artificial intelligence von Hernández-Orallo, José, Loe, Bao Sheng, Cheke, Lucy, Martínez-Plumed, Fernando, Ó hÉigeartaigh, Seán

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ROC curves in cost space von Hernández-Orallo, José, Flach, Peter, Ferri, César

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CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories von Martinez-Plumed, Fernando, Contreras-Ochando, Lidia, Ferri, Cesar, Hernandez-Orallo, Jose, Kull, Meelis, Lachiche, Nicolas, Ramirez-Quintana, Maria Jose, Flach, Peter

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Trends in AI inference energy consumption: Beyond the performance-vs-parameter laws of deep learning von Desislavov, Radosvet, Martínez-Plumed, Fernando, Hernández-Orallo, José

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AUTOMAT[R]IX: learning simple matrix pipelines von Contreras-Ochando, Lidia, Ferri, Cèsar, Hernández-Orallo, José

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Research community dynamics behind popular AI benchmarks von Martínez-Plumed, Fernando, Barredo, Pablo, hÉigeartaigh, Seán Ó, Hernández-Orallo, José

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Direct Human-AI Comparison in the Animal-AI Environment von Voudouris, Konstantinos, Crosby, Matthew, Beyret, Benjamin, Hernández-Orallo, José, Shanahan, Murray, Halina, Marta, Cheke, Lucy G

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Making sense of sensory input von Evans, Richard, Hernández-Orallo, José, Welbl, Johannes, Kohli, Pushmeet, Sergot, Marek

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XAI with Machine Teaching When Humans Are (Not) Informed About the Irrelevant Features von Håvardstun, Brigt Arve Toppe, Ferri, Cèsar, Hernández-Orallo, Jose, Parviainen, Pekka, Telle, Jan Arne

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Gazing into Clever Hans machines von Hernández-Orallo, José

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Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks von Tolan, Songül, Pesole, Annarosa, Martínez-Plumed, Fernando, Fernández-Macías, Enrique, Hernández-Orallo, José, Gómez, Emilia

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