Table of Contents

• A Higher-Order Latent Space Network ModelNesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou 0001. [doi]
• Expressing Probabilistic Graphical Models in RCCCristina Cornelio, Vijay A. Saraswat. [doi]
• Adapting Honeypot Configurations to Detect Evolving ExploitsMarcus Paul Gutierrez, Christopher Kiekintveld. [doi]
• Data Analytic Policy Design Applied to Energy Conservation in College DormitoriesLei Zhan, Dah-Ming Chiu. [doi]
• Distributed Hessian-Free Optimization for Deep Neural NetworkXi He, Dheevatsa Mudigere, Mikhail Smelyanskiy, Martin Takác. [doi]
• Crowdsourcing the Pronunciation of Out-of-Vocabulary WordsSajad Shirali-Shahreza, Pieter Luitjens, Natalie Morcos, Wen Xiao, Zhenghong Qian, Gerald Penn. [doi]
• Strategic Information Revelation and Commitment in Security GamesQingyu Guo, Bo An, Branislav Bosanský, Christopher Kiekintveld. [doi]
• Distributed Inexact Damped Newton Method: Data Partitioning and Work-BalancingChenxin Ma, Martin Takác. [doi]
• Deep Style Match for Complementary RecommendationKui Zhao, Xia Hu, Jiajun Bu, Can Wang. [doi]
• ATOL: A Framework for Automated Analysis and Categorization of the Darkweb EcosystemShalini Ghosh, Phillip A. Porras, Vinod Yegneswaran, Ken Nitz, Ariyam Das. [doi]
• Plan Recognition DesignReuth Mirsky, Roni Stern, Ya'akov Gal, Meir Kalech. [doi]
• Object Contra Context: Dual Local-Global Semantic Segmentation in Aerial ImagesAlina Elena Marcu, Marius Leordeanu. [doi]
• Partial Observability in Grammar Based Plan RecognitionChristopher William Geib. [doi]
• Safe and Nested Endgame Solving for Imperfect-Information GamesNoam Brown, Tuomas Sandholm. [doi]
• Toward A Collaborative AI Framework for Assistive Dementia CareTze-Yun Leong. [doi]
• Efficient Transfer Learning Schemes for Personalized Language Modeling using Recurrent Neural NetworkSeunghyun Yoon 0002, Hyeongu Yun, Yuna Kim, Gyu-tae Park, Kyomin Jung. [doi]
• Embedding Tarskian Semantics in Vector SpacesTaisuke Sato. [doi]
• Learning from Graph Neighborhoods Using LSTMsRakshit Agrawal, Luca de Alfaro, Vassilis Polychronopoulos. [doi]
• Stochastic Search In Changing SituationsAbbas Abdolmaleki, David Apolinário Simães, Nuno Lau, Luís Paulo Reis, Bob Price, Gerhard Neumann. [doi]
• Open-Universe Weighted Model Counting: Extended AbstractVaishak Belle. [doi]
• A Portable Upper Extremity Rehabilitation DeviceIfeoma Nwogu, Smriti Jha, Lora Cavuoto, Heamchand Subryan, Jeanne Langan. [doi]
• Skin Cancer Detection and Tracking Using Data Synthesis and Deep LearningYunzhu Li, Andre Esteva, Brett Kuprel, Roberto A. Novoa, Justin Ko, Sebastian Thrun. [doi]
• Chance-Constrained Path Planning with Continuous Time Safety GuaranteesKaito Ariu, Cheng Fang, Márcio da Silva Arantes, Cláudio Toledo, Brian Charles Williams. [doi]
• String Shuffling over a Gap between Parsing and Plan RecognitionJohn Maraist. [doi]
• Collaborative Autonomy through Analogical Comic GraphsMatthew Evans Klenk, Shiwali Mohan, Johan de Kleer, Daniel G. Bobrow, Tom Hinrichs, Kenneth D. Forbus. [doi]
• Examining Patterns of Influenza Vaccination in Social MediaXiaolei Huang, Michael C. Smith 0001, Michael J. Paul, Dmytro Ryzhkov, Sandra Crouse Quinn, David A. Broniatowski, Mark Dredze. [doi]
• Multidimensional and Longitudinal Indicators in Population HealthGuido Powell, Yu T. Luo, Aman Verma, David A. Stephens, David L. Buckeridge. [doi]
• What Is Going On: Utility-Based Plan Selection in BDI AgentsAmeneh Deljoo, Tom M. van Engers, Leon Gommans, Cees T. A. M. de Laat. [doi]
• Regularization and Learning an Ensemble of RNNs by Decorrelating RepresentationsMohit Yadav, Sakshi Agarwal. [doi]
• Spoofing the Limit Order Book: An Agent-Based ModelXintong Wang, Michael Paul Wellman. [doi]
• Parallel Higher Order Alternating Least Square for Tensor Recommender SystemRomain Warlop, Alessandro Lazaric, Jérémie Mary. [doi]
• A Stackelberg Game Model for Botnet Traffic ExfiltrationThanh Hong Nguyen, Michael P. Wellman, Satinder P. Singh. [doi]
• Semi-Automated Annotation of Discrete States in Large Video DatasetsLex Fridman, Bryan Reimer. [doi]
• Distributed Weighted Parameter Averaging for SVM Training on Big DataAyan Das 0002, Raghuveer Chanda, Smriti Agrawal, Sourangshu Bhattacharya. [doi]
• Crowdsourcing Multimodal Dialog Interactions: Lessons Learned from the HALEF CaseVikram Ramanarayanan, David Suendermann-Oeft, Hillary Molloy, Eugene Tsuprun, Patrick L. Lange, Keelan Evanini. [doi]
• Real-Time Fashion-Guided Clothing Semantic Parsing: A Lightweight Multi-Scale Inception Neural Network and BenchmarkYuhang He, Lu Yang, Long Chen 0005. [doi]
• Abstracting from Observation-Equivalent Entities in Human Behavior ModelingMax Schröder, Stefan Lüdtke, Sebastian Bader 0001, Frank Krüger 0001, Thomas Kirste. [doi]
• Learning Knowledge Representation Across Knowledge GraphsPengshan Cai, Wei Li, Yansong Feng, Yuanzhuo Wang, Yantao Jia. [doi]
• Causal Learning versus Reinforcement Learning for Knowledge Learning and Problem SolvingSeng-Beng Ho. [doi]
• Reduced Space and Faster Convergence in Imperfect-Information Games via Regret-Based PruningNoam Brown, Tuomas Sandholm. [doi]
• AFGuide System to Support Personalized Management of Atrial FibrillationMartin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier. [doi]
• Fast Electrical Demand Optimization Under Real-Time PricingShan He, Mark Wallace 0001, Campbell Wilson, Ariel Liebman. [doi]
• Conditional Term Equivalent Symmetry Breaking for SATTimothy Kopp, Parag Singla, Henry A. Kautz. [doi]
• Event-Based Structural Change Detection in Urban-Scale Contact NetworkYuan Bai, Bo Yang, Rosalind Eggo, Zhanwei Du. [doi]
• On Automated Defeasible Reasoning with Controlled Natural Language and ArgumentationHannes Strass, Adam Z. Wyner. [doi]
• A Multiagent System Approach to Scheduling Devices in Smart HomesFerdinando Fioretto, William Yeoh 0001, Enrico Pontelli. [doi]
• An Extension of Network Security Games for Large-Scale Infrastructure ProtectionDenis Kolev, Christopher Johnson. [doi]
• T2KG: An End-to-End System for Creating Knowledge Graph from Unstructured TextNatthawut Kertkeidkachorn, Ryutaro Ichise. [doi]
• Complete Coverage Planning: Achieving Human Interaction and Maximum Coverage During an Autonomous Robotic Vehicle Navigation of an Unknown TerrainBalasubramaniyan Chandrasekaran, James M. Conrad. [doi]
• An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report)Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith. [doi]
• Knowledge-Based Morphological Classification of Galaxies from Vision FeaturesDevendra Singh Dhami, David Leake, Sriraam Natarajan. [doi]
• Parallel Chromatic MCMC with Spatial PartitioningJun Song, David Moore. [doi]
• Clustering-Aided Approach for Predicting Patient Outcomes with Application to Elderly Healthcare in IrelandMahmoud Elbattah, Owen Molloy. [doi]
• Toward Finding Malicious Cyber Discussions in Social MediaRichard P. Lippman, David J. Weller-Fahy, Alyssa C. Mensch, William M. Campbell, Joseph P. Campbell, William W. Streilein, Kevin M. Carter 0001. [doi]
• Adaptive Sample Selection for Hypothesis FalsificationP. Michael Furlong. [doi]
• TextToHBM: A Generalised Approach to Learning Models of Human Behaviour for Activity Recognition from Textual InstructionsKristina Y. Yordanova. [doi]
• Intelligent and Affectively Aligned Evaluation of Online Health Information for Older AdultsJulie M. Robillard, Areej Alhothali, Sunjay Varma, Jesse Hoey. [doi]
• Unsupervised Multi-Manifold Clustering by Learning Deep RepresentationDongdong Chen, Jiancheng Lv, Yi Zhang. [doi]
• Data Driven Resource Allocation for Distributed LearningTravis Dick, Mu Li, Venkata Krishna Pillutla, Colin White, Maria-Florina Balcan, Alexander J. Smola. [doi]
• Model Selection with Nonlinear Embedding for Unsupervised Domain AdaptationHemanth Venkateswara, Shayok Chakraborty, Troy L. McDaniel, Sethuraman Panchanathan. [doi]
• Scalable Classifiers with ADMM and Transpose ReductionGavin Taylor, Zheng Xu 0002, Tom Goldstein. [doi]
• Making Robotic Sense of Incomplete Human Instructions in High-Level Programming for Industrial Robotic AssemblyMaj Stenmark, Mathias Haage, Elin Anna Topp, Jacek Malec. [doi]
• Toward Combining Domain Theory and Recipes in Plan RecognitionRogelio Enrique Cardona-Rivera, Robert Michael Young. [doi]
• Using Co-Captured Face, Gaze, and Verbal Reactions to Images of Varying Emotional Content for Analysis and Semantic AlignmentAliya Gangji, Trevor Walden, Preethi Vaidyanathan, Emily Prud'hommeaux, Reynold Bailey, Cecilia O. Alm. [doi]
• Deep LSTM-Based Goal Recognition Models for Open-World Digital GamesWookhee Min, Bradford W. Mott, Jonathan P. Rowe, James C. Lester. [doi]
• Beyond Mechanical Turk: Using Techniques from Meta Learning to Compare Crowdsourcing Platforms Across LanguagesSarah K. K. Luger. [doi]
• Goal Recognition with Noisy ObservationsYolanda E.-Martín, David E. Smith. [doi]
• Learning to Tutor from Expert Demonstrators via Apprenticeship SchedulingMatthew Craig Gombolay, Reed Jensen, Jessica Stigile, Sung-Hyun Son, Julie A. Shah. [doi]
• Nonlinear Optimization and Symbolic Dynamic Programming for Parameterized Hybrid Markov Decision ProcessesShamin Kinathil, Harold Soh, Scott Sanner. [doi]
• Collective Classification of Social Network SpamJonathan Brophy, Daniel Lowd. [doi]
• Hybrid Activity and Plan Recognition for Video StreamsRoger Leitzke Granada, Ramon Fraga Pereira, Juarez Monteiro, Rodrigo Coelho Barros, Duncan D. Ruiz, Felipe Meneguzzi. [doi]
• Incorporating Collaborative Ranking Algorithm with Weighted Recursive Autoencoder for Item RecommendationHanzhang Song, Yunhui Guo, Congfu Xu. [doi]
• Learning Human-Understandable StrategiesSam Ganzfried, Farzana Yusuf. [doi]
• A Deep Multi-Task Learning Approach to Skin Lesion ClassificationHaofu Liao, Jiebo Luo. [doi]
• Complementing the Execution of AI Systems with Human ComputationEce Kamar, Lydia Manikonda. [doi]
• "Why Did You Do That?" Explainable Intelligent RobotsRaymond Ka-Man Sheh. [doi]
• Trusted Machine Learning: Model Repair and Data Repair for Probabilistic ModelsShalini Ghosh, Patrick Lincoln, Ashish Tiwari, Xiaojin Zhu 0001. [doi]
• Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data StreamsAaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson. [doi]
• Learning to Suggest PhrasesKenneth Charles Arnold, Kai-Wei Chang, Adam Tauman Kalai. [doi]
• "420 Friendly": Revealing Marijuana Use via Craigslist Rental AdsAnh Nguyen, Long Nguyen, Dong Nguyen, Uyen Le, Tuan Tran. [doi]
• Initial State Prediction in PlanningSenka Krivic, Michael Cashmore, Bram Ridder, Daniele Magazzeni, Sándor Szedmák, Justus H. Piater. [doi]
• Personal Sleep Pattern Visualization via Clustering on Sound DataHongle Wu, Takafumi Kato, Tomomi Yamada, Masayuki Numao, Ken-ichi Fukui. [doi]
• Scalable Score Computation for Learning Multinomial Bayesian Networks over Distributed DataPraveen Rao, Anas Katib, Kobus Barnard, Charles A. Kamhoua, Kevin A. Kwiat, Laurent Njilla. [doi]
• Crowdsourced Continuous Improvement of Medical Speech RecognitionWael Salloum, Erik Edwards, Shabnam Ghaffarzadegan, David Suendermann-Oeft, Mark Miller 0001. [doi]
• Comparison of Clustering Techniques for Residential Energy Behavior Using Smart Meter DataLing Jin, Doris Lee, Alex Sim, Sam Borgeson, Kesheng Wu, C. Anna Spurlock, Annika Todd. [doi]
• Using Options to Accelerate Learning of New Tasks According to Human PreferencesRodrigo Cesar Bonini, Felipe Leno da Silva, Edison Spina, Anna Helena Reali Costa. [doi]
• Preemptive Detection of Unsafe Motion Liable for HazardMasataka Nishi. [doi]
• An Empirical Analysis of Constrained Support Vector Quantile Regression for Nonparametric Probabilistic Forecasting of Wind PowerKostas Hatalis, Shalinee Kishore, Katya Scheinberg, Alberto Lamadrid. [doi]
• Towards Solving Imperfect Recall GamesJiri Cermak, Branislav Bosanský. [doi]
• Redesigning Stochastic Environments for Maximized UtilitySarah Keren, Luis Enrique Pineda, Avigdor Gal, Erez Karpas, Shlomo Zilberstein. [doi]
• Semantic Style CreationDerrall Heath, Dan Ventura. [doi]
• Evolving Adaptive Poker Players for Effective Opponent ExploitationXun Li, Risto Miikkulainen. [doi]
• Epistemic Specifications and Conformant PlanningYan Zhang, Yuanlin Zhang. [doi]
• Agent-Based Visualization: A Real-Time Visualization Tool Applied Both to Data and Simulation OutputsArnaud Grignard, Alexis Drogoul. [doi]
• PDDL+ Planning with Temporal Pattern DatabasesWiktor Mateusz Piotrowski, Maria Fox, Derek Long, Daniele Magazzeni, Fabio Mercorio. [doi]
• On Inductive Learning of Causal Knowledge for Problem SolvingSeng-Beng Ho, Fiona Liausvia. [doi]
• Artificial Intelligence and Expertise: The Two Faces of the Same Artificial Performance CoinMatthieu Vergne. [doi]
• AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information GamesNeil Burch, Martin Schmid, Matej Moravcik, Michael Bowling. [doi]
• Combining Incremental Strategy Generation and Branch and Bound Search for Computing Maxmin Strategies in Imperfect Recall GamesJiri Cermak, Branislav Bosanský, Michal Pechoucek. [doi]
• BDD-Constrained A* Search: A Fast Method for Solving Constrained DAG Shortest-Path ProblemsFumito Takeuchi, Masaaki Nishino, Norihito Yasuda, Takuya Akiba, Shin-ichi Minato, Masaaki Nagata. [doi]
• A Game-Theoretic Approach for Alert PrioritizationAron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley Malin. [doi]
• Monitoring Plan Optimality Using Landmarks and Domain-Independent HeuristicsRamon Fraga Pereira, Nir Oren, Felipe Meneguzzi. [doi]
• Energy Disaggregation Methods for Commercial Buildings Using Smart Meter and Operational DataShubham Bansal, Mischa Schmidt. [doi]
• Understanding and Predicting Multiple Risky Behaviors from Social MediaYiheng Zhou, Catherine Glenn, Jiebo Luo. [doi]
• Towards A Multi-Tiered Knowledge-Based System for Autonomous Cloud Security AuditingSaad Ullah Khan, Simon Parkinson. [doi]
• Solar Decathlon Competition: Towards a Solar-Powered Smart HomeAmanda Leah Zulas, Kaitlyn I. Franz, Darrin Griechen, Matthew E. Taylor. [doi]
• DeepForest: 3D Hand Pose Estimation Using Deep Network and Random Forest RegressionLe Manh Quan, Yong-Guk Kim. [doi]
• Active Preference Elicitation for PlanningMayukh Das, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan. [doi]
• WikiSeq: Mining Maximally Informative Simple Sequences from WikipediaGoutam Nair, Vikram Pudi. [doi]
• Eqilibrium Approximation Quality of Current No-Limit Poker BotsViliam Lisý, Michael Bowling. [doi]
• Context Recognition in Multiple Occupants Situations: Detecting the Number of Agents in a Smart Home Environment with Simple SensorsJennifer Renoux, Marjan Alirezaie, Lars Karlsson, Uwe Köckemann, Federico Pecora, Amy Loutfi. [doi]
• Qualitative Reasoning about Cyber IntrusionsPaul Robertson, Robert Laddaga, Robert P. Goldman, Mark H. Burstein, Daniel Cerys. [doi]
• Targeted CFREric Griffin Jackson. [doi]
• Dynamic Goal Recognition Using Windowed Action SequencesDavid Ménager, Dongkyu Choi, Michael W. Floyd, Christine Task, David W. Aha. [doi]