Presentations and Authors


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Algorithm Configuration

Designing a Portfolio of Parameter Configurations for Online Algorithm Selection PDF
Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir
AutoFolio: Algorithm Configuration for Algorithm Selection PDF
Marius Lindauer, Holger H. Hoos, Frank Hutter, Torsten Schaub
Algorithm Configuration Applied to Heuristics for Three-Dimensional Knapsack Problems in Air Cargo PDF
Marius Merschformann
Automatic Parameterization of Automation Software for Plug-and-Produce PDF
Jens Otto, Oliver Niggemann

Artificial Intelligence and Ethics

Toward Ensuring Ethical Behavior from Autonomous Systems: A Case-Supported Principle-Based Paradigm PDF
Michael Anderson, Susan Leigh Anderson
Motivated Value Selection for Artificial Agents PDF
Stuart Armstrong
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
Economic Possibilities for Our Children: Artificial Intelligence and the Future of Work, Education, and Leisure PDF
Miles Brundage
Teaching AI Ethics Using Science Fiction PDF
Emanuelle Burton, Judy Goldsmith, Nicholas Mattei
Human-Robot Systems Facing Ethical Conflicts: A Preliminary Experimental Protocol PDF
Julien Collart, Thibault Gateau, Eve Fabre, Catherine Tessier
Towards Verifiably Ethical Robot Behaviour PDF
Louise Abigail Dennis, Michael Fisher, Alan Winfield
Is It Morally Acceptable for a System to Lie to Persuade Me? PDF
Marco Guerini, Fabio Pianesi, Oliviero Stock
Self-Modeling Agents and Reward Generator Corruption PDF
Bill Hibbard
On Keeping Secrets: Intelligent Agents and the Ethics of Information Hiding PDF
Aaron Hunter
When Robots Play Dice: The Flameless Fire – It’s Never Been Easier to Burn Books PDF
Jennifer Herman Seitzer
Corrigibility PDF
Nate Soares, Benja Fallenstein, Stuart Armstrong, Eliezer Yudkowsky
Concept Learning for Safe Autonomous AI PDF
Kaj Sotala
Friendly Artificial Intelligence: The Physics Challenge PDF
Max Tegmark

Artificial Intelligence Applied to Assistive Technologies and Smart Environments

I Prefer to Eat ... PDF
Thomas E. Allen
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
A Minimax Robust Approach for Learning to Assist Users with Pointing Tasks PDF
Sima Behpour, Brian Ziebart
Deterioration of Speech as an Indicator of Physiological Degeneration (DESIPHER) PDF
Bonnie J. Dorr, Ian Perera, Samuel Phillips, Jan Jasiewicz
Companion-Based Ambient Robust Intelligence (CARING) PDF
Bonnie Dorr, Lucian Galescu, Edward Golob, K. Brent Venable, Yorick Wilks
Evaluating Assistance to Individuals with Autism in Reasoning about Mental World PDF
Boris Galitsky, Igor Shpitsberg
Reconfiguration Control and Decision, Application to Smart Environments PDF
Sébastien Guillet, Bruno Bouchard, Abdenour Bouzouane
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
Robotic Framework for Music-Based Emotional and Social Engagement with Children with Autism PDF
Chung Hyuk Park, Neetha Pai, Jayahasan Bakthachalam, Yaojie Li, Myounghoon Jeon, Ayanna M. Howard
Exploiting Environmental Sounds for Activity Recognition in Smart Homes PDF
Sebastien Tremblay, Dany Fortin-Simard, Erika Blackburn-Verreault, Sebastien Gaboury, Bruno Bouchard, Abdenour Bouzouane
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
Dynamic Redeployment to Counter Congestion or Starvation in Vehicle Sharing Systems PDF
Supriyo Ghosh, Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet
Exploring Power Storage Profiles for Vehicle to Grid Systems PDF
Aaron Hunter, Ray Young
HVAC-Aware Occupancy Scheduling PDF
BoonPing Lim, Menkes van den Briel, Sylvie Thiebaux, Scott Backhaus, Russell Bent
Indoor Trajectory Identification: Snapping with Uncertainty PDF
Ravi Shroff, Yilong Zha, Richard Wang, Manuela Veloso, Srinivasan Seshan
Towards Detecting Rumours in Social Media PDF
Arkaitz Zubiaga, Maria Liakata, Rob Procter, Kalina Bontcheva, Peter Tolmie
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
Lower Dimensional Representations of City Neighbourhoods PDF
Marzieh Saeidi, Sebastian Riedel, Licia Capra
SustaInno: Toward a Searchable Repository of Sustainability Innovations PDF
Walid Ahmed Fouad Shalaby, Wlodek Zadrozny

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
Pricing Procedure in Accordance with Characteristic of Parking Utilization - Analysis Example of Massive Parking Accounting Data PDF
Yuichi Enoki, Ryo Kanamori, Takayuki Ito
Viewing Traffic Signal Control as a Market-Driven Economy PDF
Isaac K. Isukapati, Stephen F. Smith
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
Adaptive Advice in Automobile Climate Control Systems PDF
Ariel Rosenfeld, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Omer Tsimhoni
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
Multi-View Actionable Patterns for Managing Traffic Bottleneck PDF
Xiaodong Yue, Longbing Cao, Yufei Chen, Bin Xu

Computational Sustainability

Recognition of In-Field Frog Chorusing Using Bayesian Nonparametric Microphone Array Processing PDF
Yoshiaki Bando, Takuma Otsuka, Ikkyu Aihara, Hiromitsu Awano, Katsutoshi Itoyama, Kazuyoshi Yoshii, Hiroshi Gitchang Okuno
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
Estimating Reduced Consumption for Dynamic Demand Response PDF
Charalampos Chelmis, Saima Aman, Muhammad Rizwan Saeed, Marc Frincu, Viktor K. Prasanna
Toward Social Media Opinion Mining for Sustainability Research PDF
Rundong Du, Zhongming Lu, Arka Pandit, Da Kuang, John Crittenden, Haesun Park
An Additive Autoregressive Hidden Markov Model for Energy Disaggregation PDF
Kirstin Early, J. Zico Kolter
Interactive Multi-Consumer Power Cooperatives with Learning and Axiomatic Cost and Risk Disaggregation PDF
Abbas Ehsanfar, Babak Heydari
Privacy-Utility Trade-Off for Time-Series with Application to Smart-Meter Data PDF
Murat A. Erdogdu, Nadia Fawaz, Andrea Montanari
Game Theoretic Considerations for Optimizing Efficiency of Taxi Systems PDF
Jiarui Gan, Bo An
Solving Large Sustainable Supply Chain Networks Using Variational Inequalities PDF
Ian Gemp, Sridhar Mahadevan, Bo Liu
Biologically Inspired Design: A New Paradigm for AI Research on Computational Sustainability? PDF
Ashok K. Goel
On Heterogeneous Machine Learning Ensembles for Wind Power Prediction PDF
Justin Heinermann, Oliver Kramer
A Solution Alternative to Achieve Parcel Connectivity in the Dynamic Reserve Design Problem PDF
Nahid Jafari, Clinton T. Moore, Jeffrey Hepinstall-Cymerman
Coarse Models for Bird Migrations Using Clustering and Non-Stationary Markov Chains PDF
Nitin Jain, Bistra Dilkina
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
Effectiveness of Probability Perception Modeling and Defender Strategy Generation Algorithms in Repeated Stackelberg Games: An Initial Report PDF
Debarun Kar, Fei Fang, Francesco Maria Delle Fave, Nicole Sintov, Milind Tambe, Arlette van Wissen
NOTES2: Networks-of-Traces for Epidemic Spread Simulations PDF
Sicong Liu, Yash Garg, K. Selcuk Candan, Maria Luisa Sapino, Gerardo Chowell-Puente
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
A Benchmarking Tool for the International Climate Negotiations PDF
Emmanuel Prados, Patrick Criqui, Constantin Ilasca
Sustainable Building Design: A Challenge at the Intersection of Machine Learning and Design Optimization PDF
Siamak Safarzadegan Gilan, Bistra Dilkina
Automatic Land Use and Land Cover Classification Using RapidEye Imagery in Mexico PDF
Raul Sierra-Alcocer, Enrique-Daniel Zenteno-Jimenez, Juan M. Barrios
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
Agents Vote for the Environment: Designing Energy-Efficient Architecture PDF
Leandro Soriano Marcolino, David Gerber, Boian Kolev, Samori Price, Evangelos Pantazis, Ye Tian, Milind Tambe
Forecasting Uncertainty in Electricity Demand PDF
Tri Kurniawan Wijaya, Mathieu Sinn, Bei Chen
Uncovering Hidden Structure through Parallel Problem Decomposition for the Set Basis Problem PDF
Yexiang Xue, Stefano Ermon, Carla Gomes, Bart Selman

Computer Poker and Imperfect Information

Decision-Theoretic Clustering of Strategies PDF
Nolan Bard, Deon Nicholas, Csaba Szepesvári, Michael Bowling
Hierarchical Abstraction, Distributed Equilibrium Computation, and Post-Processing, with Application to a Champion No-Limit Texas Hold'em Agent PDF
Noam Brown, Sam Ganzfried, Tuomas Sandholm
Endgame Solving in Large Imperfect-Information Games PDF
Sam Ganzfried, Tuomas Sandholm
Contract Bridge Bidding by Learning PDF
Chun-Yen Ho, Hsuan-Tien Lin
Solving Hanabi: Estimating Hands by Opponent's Actions in Cooperative Game with Incomplete Information PDF
Hirotaka Osawa
Using Linear Programming and Divide and Conquer to Solve Large Games of Imperfect Information PDF
Jon Parker
Automatic Public State Space Abstraction in Imperfect Information Games PDF
Martin Schmid, Matej Moravcik, Milan Hladik, Stephen J. Gaukroder
A Unified View of Large-Scale Zero-Sum Equilibrium Computation PDF
Kevin Waugh, James Andrew Bagnell
Solving Games with Functional Regret Estimation PDF
Kevin Waugh, Dustin Morrill, James Andrew Bagnell, Michael Bowling

Incentive and Trust in E-Communities

A Trust Establishment Model in Multi-Agent Systems PDF
Abdullah Aref, Thomas Tran
Strategyproof Mechanisms for One-Dimensional Hybrid and Obnoxious Facility Location Models PDF
Itai Feigenbaum, Jay Sethuraman
Recognizing Intent and Trust of a Facebook Friend to Facilitate Autonomous Conversation PDF
Boris Galitsky
Trust, Influence and Reputation Management Based on Human Reasoning PDF
Mehrdad Nojoumian
A New Perspective of Trust Through Multi-Attribute Auctions PDF
Ferran Torrent-Fontbona, Albert Pla, Beatriz López

Knowledge, Skill, and Behavior Transfer in Autonomous Robots

Two Algorithms for the Movements of Robotic Bodyguard Teams PDF
Taranjeet Singh Bhatia, Gurkan Solmaz, Damla Turgut, Ladislau Boloni
Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation PDF
Valdinei Freire, Anna Helena Reali Costa
Termination Approximation: Continuous State Decomposition for Hierarchical Reinforcement Learning PDF
Sean Harris, Bernhard Hengst, Maurice Pagnucco
An Accelerated Approach to Decentralized Reinforcement Learning of the Ball-Dribbling Behavior PDF
David Leonardo Leottau, Javier Ruiz-del-Solar
Context Transfer and Q-Transferable Tasks PDF
Amin Mousavi, Babak Nadjar Araabi, Majid Nili Ahmadabaadi
I Spy: An Interactive Game-Based Approach to Multimodal Robot Learning PDF
Natalie Paige Parde, Michalis Papakostas, Konstantinos Tsiakas, Maria Dagioglou, Vangelis Karkaletsis, Rodney D Nielsen
Modeling Spatial-Temporal Dynamics of Human Movements for Predicting Future Trajectories PDF
Zhan Wang, Patric Jensfelt, John Folkesson

Learning for General Competency in Video Games

Pathological Effects of Variance on Classification-Based Policy Iteration PDF
Bernardo Ávila Pires, Csaba Szepesvári
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
Generating Real-Time Crowd Advice to Improve Reinforcement Learning Agents PDF
Gabriel Victor de la Cruz, Bei Peng, Walter Stephen Lasecki, Matthew Edmund Taylor
The Impact of Determinism on Learning Atari 2600 Games PDF
Matthew Hausknecht, Peter Stone
Classical Planning Algorithms on the Atari Video Games PDF
Nir Lipovetzky, Miquel Ramírez, Hector Geffner
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
Every Team Makes Mistakes: An Initial Report on Predicting Failure in Teamwork PDF
Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
Pairwise Relative Offset Features for Atari 2600 Games PDF
Erik Talvitie, Michael Bowling

Multiagent Interaction without Prior Coordination

E-HBA: Using Action Policies for Expert Advice and Agent Typification PDF
Stefano Vittorino Albrecht, Jacob William Crandall, Subramanian Ramamoorthy
Agent Partitioning with Reward/Utility-Based Impact PDF
William Curran, Adrian Agogino, Kagan Tumer
Nonparametric Bayesian Learning of Other Agents' Policies in Interactive POMDPs PDF
Alessandro Panella, Piotr Gmytrasiewicz
RAPID: A Belief Convergence Strategy for Collaborating with Inconsistent Agents PDF
Trevor Sarratt, Arnav Jhala
Real-Time Optimal Selection of Multirobot Coalition Formation Algorithms Using Conceptual Clustering PDF
Sayan Dev Sen, Julie Ann Adams

Planning, Search, and Optimization

A Realistic Multi-Modal Cargo Routing Benchmark PDF
Tony Allard, Charles Gretton
Algorithms for Stochastic Physical Search on General Graphs PDF
Daniel S. Brown, Jeffrey Hudack, Bikramjit Banerjee
SMT-Based Nonlinear PDDL+ Planning PDF
Daniel Bryce, Sicun Gao, David Musliner, Robert Goldman
Approximate Uni-Directional Benders Decomposition PDF
Christina Naomi Burt, Nir Lipovetzky, Adrian R Pearce, Peter J Stuckey
Early Work on Optimization-Based Heuristics for the Sliding Tile Puzzle PDF
Ariel Felner
Weighted Best-First Search for W-Optimal Solutions over Graphical Models PDF
Natalia Flerova, Radu Marinescu, Pratyaksh Sharma, Rina Dechter
Effect of Bundle Method in Distributed Lagrangian Relaxation Protocol PDF
Kenta Hanada, Katsutoshi Hirayama, Tenda Okimoto
State Space Abstraction in Artificial Intelligence and Operations Research PDF
Robert C. Holte, Gaojian Fan
Compiling Strategic Games with Complete Information into Stochastic CSPs PDF
Frédéric Koriche, Sylvain Lagrue, Eric Piette, Tabary Sébastien
Linear Programming for Heuristics in Optimal Planning PDF
Gabriele Röger, Florian Pommerening
Enumerating Preferred Solutions to Conditional Simple Temporal Networks Quickly Using Bounding Conflicts PDF
Eric Timmons, Brian C. Williams
Heuristic-Aided Compressed Distance Databases PDF
Fan Xie, Adi Botea, Akihiro Kishimoto
Preventing HIV Spread in Homeless Populations Using PSINET PDF
Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael
Mixed-Integer Linear Programming for Planning with Temporal Logic Tasks [Position Paper] PDF
Vasumathi Raman, Eric M. Wolff

Scholarly Big Data: AI Perspectives, Challenges, and Ideas

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers PDF
Christopher Andreas Clark, Santosh Divvala
What Women Want: Analyzing Research Publications to Understand Gender Preferences in Computer Science PDF
Rada Mihalcea, Charles Welch
Leveraging Multiple Networks for Author Personalization PDF
Rohit Parimi, Doina Caragea
Identifying Meaningful Citations PDF
Marco Valenzuela, Vu Ha, Oren Etzioni
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

Trajectory-Based Behavior Analytics

Describing Spatio-Temporal Relations between Object Volumes in Video Streams PDF
Nouf Al Harbi, Yoshihiko Gotoh
DoSTra: Discovering Common Behaviors of Objects Using the Duration of Staying on Each Location of Trajectories PDF
Limin Guo, Guangyan Huang, Xu Gao, Jing He, Bin Wu, Haoming Guo
Active Learning of Hierarchical Policies from State-Action Trajectories PDF
Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern
Social Information Improves Location Prediction in the Wild PDF
Jai Li, Ivan Brugere, Brian Ziebart, Tanya Berger-Wolf, Margaret Crofoot, Damien Farine
A Proposal for Behavior Prediction via Estimating Agents’ Evaluation Functions Using Prior Observations of Behavior PDF
Robert Tyler Loftin, David L. Roberts
Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks PDF
Zhiguang Wang, Tim Oates
Trajectory Analysis Based on Clustering and Casual Structures PDF
Raymond K. Wong, Victor Chu, Mojgan Ghanavati, Asso Hamzehei
A Survey of Point-of-Interest Recommendation in Location-Based Social Networks PDF
Yonghong Yu, Xingguo Chen

World Wide Web and Public Health Intelligence

The Surveillance Window Application (SWAP): A Web-Hosted Tool to Facilitate Situational Awareness during Outbreaks PDF
Alina Deshpande, Esteban Abeyta, Lauren Castro, Ashlynn Daughton, Geoffrey Fairchild, Nicholas Generous, Reid Priedhorsky, Kirsten Taylor-McCabe, Nileena Velappan
Worldwide Influenza Surveillance through Twitter PDF
Michael J. Paul, Mark Dredze, David A. Broniatowski, Nicholas Generous
What Predicts Media Coverage of Health Science Articles? PDF
Byron C. Wallace, Michael J. Paul, Noémie Elhadad
Effects of the Implementation of Electronic Medical Records in Small Internal Medicine Practices on Healthcare Objectives in the United States PDF
David J. Wallach
The Hurricane Sandy Twitter Corpus PDF
Haoyu Wang, Eduard Hovy, Mark Dredze
Online Transfer Learning for Differential Diagnosis Determination PDF
Jie Xu, Daby Sow, Deepak Turaga, Mihaela van der Schaar
Graphical View of Blog Content Using B2G PDF
Sabine Bergler, Jahnavi Dhananjaya