Presentations and Authors


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Track:
 

Algorithm Configuration

Designing a Portfolio of Parameter Configurations for Online Algorithm Selection PDF
Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir
Algorithm Configuration Applied to Heuristics for Three-Dimensional Knapsack Problems in Air Cargo PDF
Marius Merschformann

Artificial Intelligence and Ethics

Dealing with Ethical Conflicts in Autonomous Agents and Multi-Agent Systems PDF
Aline Belloni, Alain Berger, Olivier Boissier, Grégory Bonnet, Gauvain Bourgne, Pierre-Antoine Chardel, Jean-Pierre Cotton, Nicolas Evreux, Jean-Gabriel Ganascia, Philippe Jaillon, Bruno Mermet, Gauthier Picard, Bernard Rever, Gaële Simon, Thibault de Swarte, Catherine Tessier, François Vexler, Robert Voyer, Antoine Zimmermann
Teaching AI Ethics Using Science Fiction PDF
Emanuelle Burton, Judy Goldsmith, Nicholas Mattei

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants PDF
Bonny Banerjee, Lisa Lucks Mendel, Jayanta Kumar Dutta, Hasti Shabani, Shamima Najnin
Efficient Appliances Recognition in Smart Homes Based on Active and Reactive Power, Fast Fourier Transform and Decision Trees PDF
Julien Maitre, Guillaume Glon, Sebastien Gaboury, Bruno Bouchard, Abdenour Bouzouane
An Exploratory Study into the Use of an Emotionally Aware Cognitive Assistant PDF
Aarti Malhotra, Lifei Yu, Tobias Schröder, Jesse Hoey
Robotic Crawling Assistance for Infants with Cerebral Palsy PDF
David P. Miller, Andrew H. Fagg, Lei Ding, Thubi H.A. Kolobe, Mustafa A. Ghazi
The Implementation of a Planning and Scheduling Architecture for Multiple Robots Assisting Multiple Users in a Retirement Home Setting PDF
Tiago Vaquero, Sharaf Christopher Mohamed, Goldie Nejat, J. Christopher Beck

Artificial Intelligence for Cities

Mining 911 Calls in New York City: Temporal Patterns, Detection, and Forecasting PDF
Alex Chohlas-Wood, Aliya Merali, Warren Reed, Theodoros Damoulas
Living Campus: Towards a Context-Aware Energy Efficient Campus Using Weighted Case Based Reasoning PDF
Mohcine Madkour, Driss Benhaddou, Nacer Khalil, Michael Burriello, Raymond E. Cline, Jr.
Computational Urban Modeling: From Mainframes to Data Streams PDF
Vahid Moosavi

Artificial Intelligence for Transportation: Advice, Interactivity, and Actor Modeling

A Study of Proxies for Shapley Allocations of Transport Costs PDF
Haris Aziz, Casey Cahan, Charles Gretton, Phillip Kilby, Nicholas Scott Mattei, Toby Walsh
Optimal Planning Strategy for Ambush Avoidance PDF
Emmanuel Boidot, Aude Marzuoli, Eric Feron
Optimizing Rotorcraft Approach Trajectories with Acoustic and Land Use Models PDF
Robert Morris, K. Brent Venable, Matthew Johnson
Self-Driving Aircraft Towing Vehicles: A Preliminary Report PDF
Robert Morris, Mai Lee Chang, Ronald Archer, Ernest V Cross, Shelby Thompson, Jerry Franke, Robert Garrett, Waqar Malik, Kerry McGuire, Garrett Hemann
Concept of a Data Thread Based Parking Space Occupancy Prediction in a Berlin Pilot Region PDF
Tim Tiedemann, Thomas Voegele, Mario Michael Krell, Jan Hendrik Metzen, Frank Kirchner

Computational Sustainability

Modeling Ecological Integrity with Bayesian Belief Networks PDF
Juan M. Barrios, Raúl Sierra-Alcocer, Constantino González-Salazar, Franz E. Mora, Mariana Munguía, Octavio M. Pérez-Maqueo, Isabel Trejo
Formulating LUTI Calibration as an Optimisation Problem: Estimation of Tranus Shadow Price and Substitution Parameters PDF
Thomas Capelle, Peter Sturm, Arthur Vidard, Brian Morton
Privacy-Utility Trade-Off for Time-Series with Application to Smart-Meter Data PDF
Murat A. Erdogdu, Nadia Fawaz, Andrea Montanari
Solving Large Sustainable Supply Chain Networks Using Variational Inequalities PDF
Ian Gemp, Sridhar Mahadevan, Bo Liu
A Solution Alternative to Achieve Parcel Connectivity in the Dynamic Reserve Design Problem PDF
Nahid Jafari, Clinton T. Moore, Jeffrey Hepinstall-Cymerman
Flexibility Meets Variability: A Multiagent Constraint Based Approach for Incorporating Renewables into the Power Grid PDF
Xiaoyue Jiang, Ramgopal Mettu, K. Brent Venable, Geoffrey Parker
A Noise Scaled Semi Parametric Gaussian Process Model for Real Time Water Network Leak Detection in the Presence of Heteroscedasticity PDF
Obaid Malik, Siddhartha Ghosh, Alex Rogers
Discovering Hotspots and Coldspots of Species Richness in eBird Data PDF
Travis Moore, Weng-Keen Wong
Predicting Bike Usage for New York City’s Bike Sharing System PDF
Divya Singhvi, Somya Singhvi, Peter I. Frazier, Shane G. Henderson, Eoin O' Mahony, David B. Shmoys, Dawn B. Woodard

Computer Poker and Imperfect Information

Automatic Public State Space Abstraction in Imperfect Information Games PDF
Martin Schmid, Matej Moravcik, Milan Hladik, Stephen J. Gaukroder
Solving Games with Functional Regret Estimation PDF
Kevin Waugh, Dustin Morrill, James Andrew Bagnell, Michael Bowling

Knowledge, Skill, and Behavior Transfer in Autonomous Robots

Context Transfer and Q-Transferable Tasks PDF
Amin Mousavi, Babak Nadjar Araabi, Majid Nili Ahmadabaadi

Learning for General Competency in Video Games

Deep Apprenticeship Learning for Playing Video Games PDF
Miroslav Bogdanovic, Dejan Markovikj, Misha Denil, Nando de Freitas
Frame Skip Is a Powerful Parameter for Learning to Play Atari PDF
Alex Braylan, Mark Hollenbeck, Elliot Meyerson, Risto Miikkulainen
Domain-Independent Optimistic Initialization for Reinforcement Learning PDF
Marlos C. Machado, Sriram Srinivasan, Michael Bowling
Learning When to Switch between Skills in a High Dimensional Domain PDF
Timothy Arthur Mann, Daniel J. Mankowitz, Shie Mannor

Planning, Search, and Optimization

SMT-Based Nonlinear PDDL+ Planning PDF
Daniel Bryce, Sicun Gao, David Musliner, Robert Goldman
Weighted Best-First Search for W-Optimal Solutions over Graphical Models PDF
Natalia Flerova, Radu Marinescu, Pratyaksh Sharma, Rina Dechter

Scholarly Big Data: AI Perspectives, Challenges, and Ideas

What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science PDF
Rada Mihalcea, Charles Welch
Cyc and the Big C: Reading that Produces and Uses Hypotheses about Complex Molecular Biology Mechanisms PDF
Michael Witbrock, Karen Pittman, Jessica Moszkowicz, Andrew Beck, Dave Schneider, Douglas Lenat