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Section I Urban Complexity 1:<br/>Urban Complexity / Sean Hanna 3 --<br/>Emergence and Universal Computation / Cassey Lee 15 --<br/>Fractals and Geography / Pierre Frankhauser, Denise Pumain 31 --<br/>Project 1 Emergence and Urban Analysis / Ljubomir Jankovic 57 --<br/>Project 2 The Evolution and Complexity of Urban Street Networks / Nahid Mohajeri, Agust Gudmundsson 63 --<br/>Section II Machines that Think 69:<br/>Artificial Intelligence, Logic, and Formalising Common Sense / John McCarthy 71 --<br/>Defining Artificial Intelligence / David B Fogel 91 --<br/>AI From Copy of Human Brain to Independent Learner / Shelly Fan 121 --<br/>The History of Machine Learning and Its Convergent Trajectory Towards AI / Keith D Foote 129 --<br/>Machine Behaviour / Iyad Rahwan, Manuel Cebrian, Nick Obradovich, Josh Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W Crandall, Nicholas A Christakis, Iain D Couzin, Matthew O Jackson, Nicholas R Jennings, Ece Kamar, Isabel M Kloumann, Hugo Larochelle, David Lazer, Richard McElreath, Alan Mislove, David C Parkes, Alex 'Sandy' Pentland, Margaret E Roberts, Azim Shariff, Joshua B Tenenbaum, Michael Wellman 143 --<br/>Project 3 Plan Generation from Program Graph / Ao Li,, Runjia Tian,, Xiaoshi Wang, and, Yueheng Lu 167 --<br/>Project 4 Self-organising Floor Plans in Care Homes / Silvio Carta, Stephanie St Loe, Tommaso Turchi, Joel Simon 171 --<br/>Project 5 N 2 P 2 - Neural Networks and Public Places / Roberto Bottazzi,, Tasos Varoudis,, Piyush Prajapati, and, Xi Wang 177 --<br/>Project 6 Urban Fictions / Matias del Campo,, Sandra Manninger, and, Alexandra Carlson 183 --<br/>Project 7 Latent Typologies: Architecture in Latent Space / Stanislas Chaillou 189 --<br/>Project 8 Enabling Alternative Architectures / Nate Peters 193 --<br/>Project 9 Distant Readings of Architecture: A Machine View of the City / Andrew Witt 201 --<br/>Section III How Machines Learn 207: <br/>What Is Machine Learning? / Jason Bell 209 --<br/>Machine Learning: An Applied Mathematics Introduction / Paul Wilmott 217 --<br/>Machine Learning for Urban Computing / Bilgeçağ Aydoğdu, Albert Ali Salah 249 --<br/>Autonomous Artificial Intelligent Agents / Iaroslav Omelianenko 263 --<br/>Project 10 Machine Learning for Spatial and Visual Connectivity / Sherif Tarabishy,, Stamatios Psarras,, Marcin Kosicki, and, Martha Tsigkari 287 --<br/>Project 11 Navigating Indoor Spaces Using Machine Learning: Train Stations in paris / Zhoutong Wang, Qianhui Liang, Fabio Duarte, Fan Zhang, Louis Charron, Lenna Johnsen, Bill Cai, Carlo Ratti 293 --<br/>Project 12 Evolutionary Design Optimisation of Traffic Signals Applied to Quito City / Rolando Armas,, Hernán Aguirre,, Fabio Daolio, and, Kiyoshi Tanaka 297 --<br/>Project 13 Constructing Agency: Self-directed Robotic Environments / Patrik Schumacher 303 --<br/>Section IV Application to the City 309: <br/>Code and the Transduction of Space / Martin Dodge, Rob Kitchin 311 --<br/>Augmented Reality in Urban Places: Contested Content and the Duplicity of Code / Mark Graham, Matthew Zook, Andrew Boulton 341 --<br/>Spatial Data in Urban Informatics: Contentions of the Software-sorted City / Marcus Foth,, Fahame Emamjome, Peta Mitchell,, Markus Rittenbruch 367 --<br/>Urban Morphology Meets Deep Learning: Exploring Urban Forms in One Million Cities, Towns, and Villages Across the Planet / Vahid Moosavi 379 --<br/>Computational Urban Design / Snoweria Zhang, Luc Wilson 393 --<br/>Indexical Cities Personal City Models with Data as Infrastructure / Diana Alvarez-Marin 409 --<br/>Machine Learning, Artificial Intelligence, and Urban Assemblages / Serjoscha Düring, Reinhard Koenig, Nariddh Khean, Diellza Elshani, Theodoros Galanos, Angelos Chronis 445 --<br/>Making a Smart City Legible / Franziska Pilling, Haider Ali Akmal, Joseph Lindley, Paul Coulton 453 --<br/>Project 14 A Tale of Many Cities: Universal Patterns in Human Urban Mobility / Anastasios Noulas, Salvatore Scellato, Renaud Lambiotte, Massimiliano Pontil, Cecilia Mascolo 467 --<br/>Project 15 Using Cellular Automata for Parking Recommendations in Smart Environments / Gwo-Jiun Horng 473 --<br/>Project 16 Gan Hadid / Sean Wallish 477 --<br/>Project 17 Collective Design for Collective Living / Elizabeth Christoforetti, Romy El Sayah 483 --<br/>Project 18 Architectural Machine Translation / Erik Swahn 489 --<br/>Project 19 Large-scale Evaluation of the Urban Street View with Deep Learning Method / Hui Wang, Elisabete A Silva, Lun Liu 495 --<br/>Project 20 Urban Portraits / Jose Luis García del Castillo y López 501 --<br/>Project 21 ML-City / Benjamin Ennemoser 507 --<br/>Project 22 Imaging Place Using Generative Adversarial Networks (GAN Loci) / Kyle Steinfeld 513 --<br/>Project 23 Urban Forestry Science / Iacopo Testi 517 --<br/>Section V Machine Learning and Humans 521: <br/>Ten Simple Rules for Responsible Big Data Research / Matthew Zook, Solon Barocas, Danah Boyd, Kate Crawford, Emily Keller, Seeta Peña Gangadharan, Alyssa Goodman, Rachelle Hollander, Barbara A Koenig, Jacob Metcalf, Arvind Narayanan, Alondra Nelson, Frank Pasquale 523 --<br/>A Unified Framework of Five Principles for AI in Society / Luciano Floridi, Josh Cowls 535 --<br/>The Big Data Divide and Its Consequences / Matthew T McCarthy 547 --<br/>Design Fiction: A Short Eassy on Design, Science, Fact, and Fiction / Julian Bleecker 561 --<br/>Superintelligence and Singularity / Ray Kurzweil 579 --<br/>The Social Life of Robots: The Politics of Algorithms, Governancen, and Sovereignty / Vincent J Del Casino, Lily House-Peters, Jeremy W Crampton, Hannes Gerhardt 603 --<br/>Project 24 Experiments in Synthetic Data / Forensic Architecture 615 --<br/>Project 25 Emotional AI in Cities: Cross-cultural Lessons from the UK and Japan on Designing for an Ethical Life / Vian Bakir, Nader Ghotbi, Tung Manh Ho, Alexander Laffer, Peter Mantello, Andrew McStay, Diana Miranda, Hiroshi Miyashita, Lena Podoletz, Hiromi Tanaka, Lachlan Urquhart 621 --<br/>Project 26 Decoding Urban Inequality: The Applications of Machine Learning for Mapping Inequality in Cities of the Global South / Kadeem Khan 625 --<br/>Project 27 Amsterdam 2040 / Maria Luce Lupetti 631 --<br/>Project 28 Committee of Infrastructure / Jason Shun Wong 635 --<br/>Index 639 -- |