Artificial Intelligence for Development
Papers from the 2010 AAAI Spring Symposium
Nathan Eagle and Eric Horvitz, Program Cochairs
Technical Report SS-10-01. Published by The AAAI Press, Menlo Park, California. This technical report is also available in book and CD format.
Contents
Preface — [PDF]
Nathan Eagle, Eric Horvitz
A Step Towards Modeling and Destabilizing Human Trafficking Networks Using Machine Learning Methods — [PDF]
Shreya Amin
Speech Technology for Information Access: a South African Case Study — [PDF]
Etienne Barnard, Marelie H. Davel, Gerhard B. Van Huyssteen
Mining Road Traffic Accident Data to Improve Safety: Role of Road-Related Factors on Accident Severity in Ethiopia — [PDF]
Tibebe Beshah, Shawndra Hill
Contextual Information Portals — [PDF]
Jay Chen Chen, Trishank Karthik, Lakshminarayanan Subramanian
Intelligent Heartsound Diagnostics on a Cellphone Using a Hands-Free Kit — [PDF]
Tiffany Chen, Katherine Kuan, Leo A. G. Celi, Gari D. Clifford
An Approach for Mining Accumulated Crop Cultivation Problems and their Solutions — [PDF]
Samhaa R. El-Beltagy, Ahmed Rafea, Said Mabrouk, Mahmoud Rafea
A Gender-Centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records — [PDF]
Vanessa Frias-Martinez, Enrique Frias-Martinez, Nuria Oliver
Development Projects for the CausalityWorkbench — [PDF]
Isabelle Guyon, Jean-Philippe Pellet, Alexander Statnikov
Reality Mining Africa — [PDF]
Shawndra Hill, Anita Banser, Getachew Berhan, Nathan Eagle
People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population — [PDF]
Ashish Kapoor, Nathan Eagle, Eric Horvitz
A Model for Quality of Schooling — [PDF]
Massoud Moussavi, Noel McGinn
Causal Structure Learning for Famine Prediction — [PDF]
Ernest Mwebaze, Washington Okori, John Alexander Quinn
Document Classification for Focused Topics — [PDF]
Russell Power, Jay Chen, Trishank Karthik, Lakshminarayanan Subramanian
Traffic Flow Monitoring in Crowded Cities — [PDF]
John Alexander Quinn, Rose Nakibuule
Human Mobility in Advanced and Developing Economies: A Comparative Analysis — [PDF]
Alberto Rubio, Vanessa Frias-Martinez, Enrique Frias-Martinez, Nuria Oliver
Case for Automated Detection of Diabetic Retinopathy — [PDF]
Nathan Silberman, Kristy Ahrlich, Rob Fergus, Lakshminarayanan Subramanian
Quantifying Behavioral Data Sets of Criminal Activity — [PDF]
Jameson L. Toole, Nathan Eagle, Joshua B. Plotkin
Remembering the Past for Meaningful AI-D — [PDF]
Julie Sage Weber, Kentaro Toyama
Parameterizing the Dynamics of Slums — [PDF]
Amy Wesolowski, Nathan Eagle
Using Data Mining to Combat Infrastructure Inefficiencies: The Case of Predicting Nonpayment for Ethiopian Telecom — [PDF]
Mariye Yigzaw, Shawndra Hill, Anita Banser, Lemma Lessa
Who’s Calling? Demographics of Mobile Phone Use in Rwanda — [PDF]
Joshua Evan Blumenstock, Dan Gillick, Nathan Eagle
Routing for Rural Health: Optimizing Community Health Worker Visit Schedules — [PDF]
Emma Brunskill, Neal Lesh
Learning to Identify Locally Actionable Health Anomalies — [PDF]
Kuang Chen, Emma Brunskill, Jonathan Dick, Prabhjot Dhadialla
Human-Enabled Microscopic Environmental Mobile Sensing and Feedback — [PDF]
Prabal Dutta, Lakshminarayanan Subramanian
Social Navigation through the Spoken Web: Improving Audio Access through Collaborative Filtering in Gujarat, India — [PDF]
Robert Farrell, Rajarshi Das, Nitendra Rajput
Machine Learning Methods for Verbal Autopsy in Developing Countries — [PDF]
Sean T. Green, Abraham D. Flaxman
Inferring Macroeconomic Complexity from Country-Product Network Data — [PDF]
Cesar A Hidalgo, Ricardo Hausmann
Voice as Data: Learning from What People Say — [PDF]
Tapan S. Parikh
An Agile and Accessible Adaptation of Bayesian Inference to Medical Diagnostics for Rural Health Extension Workers — [PDF]
Joel Robertson, Del J. DeHart
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