Abstract is missing.
- Getting Up to Speed on Vehicle IntelligenceLeilani Henrina Gilpin, Ben Ze Yuan. [doi]
- Reimagining the Goals and Methods of UX for ML/AIPhilip van Allen. [doi]
- DJ Bot: Needfinding Machines for Improved Music RecommendationsNikolas Martelaro, Wendy Ju. [doi]
- Depression Detection and AnalysisShweta Oak. [doi]
- Visual Stability Prediction and Its Application to ManipulationWenbin Li 0003, Ales Leonardis, Mario Fritz. [doi]
- Requirements for Computational Construction GrammarsLuc L. Steels. [doi]
- Modeling the Evolution of Climate Change Assessment Research Using Dynamic Topic Models and Cross-Domain Divergence MapsJennifer Sleeman, Milton Halem, Tim Finin, Mark Cane. [doi]
- Interactive Robotic System Assisting Image Based Dialogue for the Purpose of Cognitive Training of Older AdultsHikaru Otaki, Mihoko Otake. [doi]
- Constructions, Frames and Event StructureWilliam Croft, Meagan Vigus. [doi]
- Computational Vision for Social IntelligenceAlessia Vignolo, Alessandra Sciutti, Francesco Rea, Nicoletta Noceti, Francesca Odone, Giulio Sandini. [doi]
- Societal Challenges Need Social AgentsVirginia Dignum, Frank Dignum. [doi]
- Inferring Context Through Scene UnderstandingMichael Walton, Doug Lange, Song Chun Zhu. [doi]
- Challenges with Incorporating Context into Human-Robot TeamingKristin E. Schaefer, Jessie Y. C. Chen, Julia L. Wright, Derya Aksaray, Nicholas Roy. [doi]
- Context-Driven Proactive Decision Support: Challenges and ApplicationsManisha Mishra, David Sidoti, Gopi Vinod Avvari, Pujitha Mannaru, Diego Fernando Martinez Ayala, Krishna R. Pattipati. [doi]
- Eccentricity Dependent Deep Neural Networks: Modeling Invariance in Human VisionFrancis X. Chen, Gemma Roig, Leyla Isik, Xavier Boix, Tomaso A. Poggio. [doi]
- How Anticipatory Design Will Challenge Our Relationship with TechnologyJoël van Bodegraven. [doi]
- Understanding Social Media's Take on Climate Change through Large-Scale Analysis of Targeted Opinions and EmotionsNeetu Pathak, Michael J. Henry, Svitlana Volkova. [doi]
- Merging Local and Global 3D Perception using Contact SensingRebecca Cox, Nikolaus Correll. [doi]
- Adaptive Motion Gaming AI for Health PromotionPujana Paliyawan, Takahiro Kusano, Yuto Nakagawa, Tomohiro Harada, Ruck Thawonmas. [doi]
- Smart City Planning with Constrained Crowd Judgment AnalysisSujoy Chatterjee, Anirban Mukhopadhyay 0001, Malay Bhattacharyya 0001. [doi]
- Group Invariant Deep Representations for Image Instance RetrievalOlivier Morère, Antoine Veillard, Jie Lin, Julie Petta, Vijay Chandrasekhar, Tomaso A. Poggio. [doi]
- Teaching and Checking of Constraints for Surgical Tray LayoutLanbo She, Jonathan Connell. [doi]
- Lifelong Learning of Action Representations with Deep Neural Self-OrganizationGerman Ignacio Parisi, Stefan Wermter. [doi]
- The Role of Design in Creating Machine-Learning-Enhanced User ExperienceQian Yang. [doi]
- Towards Kant MachinesOliver Bendel, Kevin Schwegler, Bradley Richards. [doi]
- Reinforcement Learning Based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensory PerceptionKory Wallace Mathewson, Patrick M. Pilarski. [doi]
- Identifying Sources of Discrimination Risk in the Life Cycle of Machine Intelligence Applications under New European Union RegulationsSyed Ali Asad Rizvi, Elmarie van Heerden, Arnold Salas, Favour Nyikosa, Stephen J. Roberts, Michael A. Osborne, Elmer Rodriguez. [doi]
- Network Perspectives on Privacy and Security in the Internet of Things: From Actor-Network Theory to Social Network AnalysisYotam Shmargad. [doi]
- New Approaches for Studying Cortical RepresentationsDimitris A. Pinotsis, Earl K. Miller. [doi]
- Cognitive Modeling Approaches to Language Comprehension Using Construction GrammarPeter Lindes, John E. Laird. [doi]
- Learning to Predict Driver Behavior from ObservationSantiago Ontañón, Yi-Ching Lee, Sam Snodgrass, Flaura K. Winston, Avelino J. Gonzalez. [doi]
- An Experimentation Engine for Data-Driven Fashion SystemsRanjitha Kumar, Kristen Vaccaro. [doi]
- Not-so-Autonomous, Very Human Decisions in Machine Learning: Questions When Designing for MLHenriette Cramer, Jenn Thom. [doi]
- A Proposal for Incorporating Analogically Learned Constructions in a Feature Based Parsing FrameworkClifton James McFate, Kenneth D. Forbus. [doi]
- Representation Learning from Orbit Sets for One-Shot ClassificationAndrea Tacchetti, Stephen Voinea, Georgios Evangelopoulos, Tomaso A. Poggio. [doi]
- The Brazilian Portuguese Constructicon: Modeling Constructional Inheritance, Frame Evocation and Constraints in FrameNet BrasilAdrieli Laviola, Ludmila Lage, Natália Duarte Marção, Tatiane Tavares, Vânia Almeida, Ely Edison Matos, Tiago Torrent. [doi]
- Is the Human Visual System Invariant to Translation and Scale?Yena Han, Gemma Roig, Gadi Geiger, Tomaso A. Poggio. [doi]
- Improving Accuracy of Real-Time Sleep Stage Estimation by Considering Personal Sleep Feature and Rapid Change of Sleep BehaviorTomohiro Harada, Takahiro Kawashima, Morito Morishima, Keiki Takadama. [doi]
- Modelling the Meaning of Argument Constructions with Distributional SemanticsGianluca E. Lebani, Alessandro Lenci. [doi]
- Context Driven Decision Making in ONR's Command Decision Making Program (CDM)Jeffrey G. Morrison. [doi]
- Human Learning in AtariPedro Tsividis, Thomas Pouncy, Jaqueline L. Xu, Joshua B. Tenenbaum, Samuel J. Gershman. [doi]
- How Much Haptic Surface Data Is Enough?Alex Burka, Katherine J. Kuchenbecker. [doi]
- Research and Development Trend Analysis of Wellbeing AI Using Panoramic View AnalyticsTakayoshi Hayashi. [doi]
- Types of Cognition and Its Implications for Future High-Level Cognitive MachinesCamilo Miguel Signorelli. [doi]
- Policies for Active Learning from DemonstrationBrandon Packard, Santiago Ontañón. [doi]
- ENRICHME Integration of Ambient Intelligence and Robotics for AALNicola Bellotto, Manuel Fernández-Carmona, Serhan Cosar. [doi]
- Predicting When Eye Fixations Are ConsistentAnna Volokitin, Michael Gygli, Xavier Boix. [doi]
- Contextual Knowledge for Language-Endowed Intelligent AgentsSergei Nirenburg, Marjorie J. McShane. [doi]
- Template Construction Grammar: A Schema-Theoretic Computational Construction GrammarVictor J. Barrès. [doi]
- Animal Population Censusing at Scale with Citizen Science and Photographic IdentificationJason Remington Parham, Jonathan P. Crall, Charles V. Stewart, Tanya Y. Berger-Wolf, Daniel I. Rubenstein. [doi]
- Analysis of Human Attentions for Face Recognition on Natural Videos and Comparison with CV Algorithm on PerformanceMona Ragab Sayed, Rosary Yuting Lim, Bappaditya Mandal, Liyuan Li, Joo-Hwee Lim, Terence Sim. [doi]
- Learning of Object Properties, Spatial Relations, and Actions for Embodied Agents from Language and VisionMuhannad Al-Omari, Paul Duckworth, David C. Hogg, Anthony G. Cohn. [doi]
- The Moving Lens: Coherence Across Heterogeneous Contexts in Narrative and BiologyBeth Cardier. [doi]
- Wellbeing AI Invited Speaker AbstractsTakashi Kido, Keiki Takadama. [doi]
- Active Interpretation of Visual SituationsMelanie Mitchell. [doi]
- Frame-Based Knowledge Representation Using Large Specialized CorporaDaphnée Azoulay. [doi]
- Towards a Constructicon for GermanAlexander Ziem, Hans C. Boas. [doi]
- Sleep Stage Estimation Based on Appriximate Heartrate Calculated from Other PersonsYusuke Tajima, Tomohiro Harada, Keiki Takadama. [doi]
- Can We Already Conceive of a Computational Construction Grammar that is Adequate to Address the Data of Neurolinguistics?Michael A. Arbib, Nancy Chang, Peter F. Dominey, Victor Barrès, Michael Spranger. [doi]
- (Computational) Context. Why It's Important, What It Means, Can It Be Computed?William Frere Lawless, Ranjeev Mittu, Donald A. Sofge. [doi]
- Towards Guideline for Applying Machine Learning into Care Support SystemsKeiki Takadama. [doi]
- Semantically-Driven Coreference Resolution with Embodied Construction GrammarVivek Raghuram, Sean Trott, Kelly Shen, Ethan Goldberg, Sidney Oderberg. [doi]
- Knowledge-Based Provisioning of Goods and Services: Towards a Virtual Social Needs MarketplaceDaniela Rosu 0002, Dionne M. Aleman, J. Christopher Beck, Mark H. Chignell, Mariano P. Consens, Mark S. Fox, Michael Gruninger, Chang Liu, Yi Ru, Scott Sanner. [doi]
- Tree-Adjoining Grammar: A Tree-Based Constructionist Grammar Framework for Natural Language UnderstandingTimm Lichte, Laura Kallmeyer. [doi]
- The Robot Facilitating Conversation by Revoicing Keywords Learning from Active Conversations among Healthy Old SistersTabito Kurosaka, Mihoko Otake. [doi]
- Framework for Multi-Human Multi-Robot Interaction: Impact of Operational Context and Team Configuration on Interaction Task DemandsR. Dirk Beer, Cory A. Rieth, Randy Tran, Maia B. Cook. [doi]
- Integrating Human Input for Decision Making with Informative Bayesian BeliefsRobert Lew, Hongsheng Wu, Chen-Hsiang Yu. [doi]
- Constructional Analysis Using Constrained Spreading Activation in a FrameNet-Based Structured Connectionist ModelEly Edison Matos, Tiago Torrent, Vânia Almeida, Adrieli Laviola, Ludmila Lage, Natália Duarte Marção, Tatiane Tavares. [doi]
- Metaphor Shifts in Constructions: The Russian Metaphor CorpusYulia Badryzlova, Olga Lyashevskaya. [doi]
- Mental Representations as Distribution-Sensitive Data StructuresZenna Tavares, Armando Solar-Lezama. [doi]
- Machine Learning Approach for Task Generation in Uncertain EnvironmentsLuke Marsh, Iryna Dzieciuch, Douglas Lange. [doi]
- Mutual Awareness beyond Mutual Acceptance by Sharing Information through Indirect BiofeedbackMadoka Takahara, Fangwei Huang, Ivan Tanev, Katsunori Shimohara. [doi]
- Regrasping Using Tactile Perception and Supervised Policy LearningYevgen Chebotar, Karol Hausman, Oliver Kroemer, Gaurav S. Sukhatme, Stefan Schaal. [doi]
- Grammar Scaling: Leveraging FrameNet Data to Increase Embodied Construction Grammar CoverageEllen Kirsten Dodge, Sean Trott, Luca Gilardi, Elise Stickles. [doi]
- Scale Invariant Value Computation for Reinforcement Learning in Continuous TimeZoran Tiganj, Karthik H. Shankar, Marc W. Howard. [doi]
- The Role of Body Motion Synchrony in Distance EducationJinhwan Kwon, Xiaoqian Fang, Yoshihiro Miyake. [doi]
- Neural Networks in Autonomous DrivingCristina Tîrnauca, José Luis Montaña, Zoraida Mediavilla. [doi]
- Dynamic Construction Grammar and Steps Towards the Narrative Construction of MeaningPeter Ford Dominey, Anne-Laure Mealier, Grégoire Pointeau, Solène Mirliaz, Mark A. Finlayson. [doi]
- Broad Coverage, Domain-Generic Deep Semantic ParsingJames F. Allen, Choh-Man Teng. [doi]
- Context in CommunicationPaul R. Cohen. [doi]
- A Construction-Grammar Approach to Computationally Solving the Winograd Schema: Implementation and EvaluationDenis Kiselev. [doi]
- A Model for Interpreting Social Interactions in Local Image RegionsGuy Ben-Yosef, Alon Yachin, Shimon Ullman. [doi]
- Unsupervised Learning via Maximizing Mutual Information in Neural Population CodingWentao Huang, Kai Liu. [doi]
- LADYBIRD: The Animal-Friendly Robot Vacuum CleanerOliver Bendel. [doi]
- Responsible Recommendations for Irrational PeopleCiara Sibley. [doi]
- Computational Context as Cognitive PrimingLaura Hiatt. [doi]
- When User Experience Designers Partner with Data ScientistsFabien Girardin, Neal Lathia. [doi]
- Multiple Plasticity Mechanisms Enhance Associative Memory Retrieval in a Spiking Network Model of the HippocampusYansong Chua, Cheston Tan. [doi]
- Heterogeneous Hidden Markov Models for Context Modeling Through Eye Gaze ObservationsPujitha Mannaru, Balakumar Balasingam, Krishna R. Pattipati, Ciara Sibley, Joseph T. Coyne. [doi]
- Context Classification Using Entropy and Weak Negation: Some Criteria for Good Computational PropertiesOlivier Bartheye, Laurent Chaudron. [doi]
- Modeling the Resituation of Memory in Neurobiology and NarrativeBeth Cardier, Larry D. Sanford, H. Ted Goranson, Patric S. Lundberg, Richard P. Ciavarra, Keith Devlin, Niccolo Cassas, Alessio Erioli. [doi]
- Meta-Layer Problem Solving for Computational Construction GrammarPaul Van Eecke, Katrien Beuls. [doi]
- On Active Video Summarization: Customized Summaries via On-Line Interaction with the UserAna Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan. [doi]
- In Search of Health DoublesMalay Bhattacharyya. [doi]
- Usage-Based Grounded Construction Learning - A Computational ModelMichael Spranger. [doi]
- Privacy by Design in Machine Learning Data Collection: A User Experience ExperimentationJonathan Vitale, Meg Tonkin, Suman Ojha, Mary-Anne Williams, Xun Wang, William Judge. [doi]
- A Deep Neural Model for Emotion-Driven Multimodal AttentionGerman Ignacio Parisi, Pablo V. A. Barros, Haiyan Wu, Guochun Yang, Zhenghan Li, Xun Liu, Stefan Wermter. [doi]
- Combing Context and Commonsense Knowledge Through Neural Networks for Solving Winograd Schema ProblemsQuan Liu, Hui Jiang 0001, Zhen-Hua Ling, Xiaodan Zhu, Si Wei, Yu Hu. [doi]
- Dice in the Black Box: User Experiences with an Inscrutable AlgorithmAaron Springer, Victoria Hollis, Steve Whittaker. [doi]
- Loneliness in a Connected World: Analyzing Online Activity and Expressions on Real Life Relationships of Lonely UsersCamille Ruiz, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki. [doi]
- Wandering Detection Within an Embedded System for Alzheimer Suffering PatientsArnaud Delaunay, Jean Guérin. [doi]
- Markov Transitions between Attractor States in a Recurrent Neural NetworkJeremy Bernstein, Ishita Dasgupta, David Rolnick, Haim Sompolinsky. [doi]
- Building Kinematic and Dynamic Models of Articulated Objects with Multi-Modal Interactive PerceptionRoberto Martín-Martín, Oliver Brock. [doi]
- A Portable Navigation System with an Adaptive Multimodal Interface for the BlindJacobus Cornelius Lock, Grzegorz Cielniak, Nicola Bellotto. [doi]
- Interactive Machine Learning for End-User InnovationFrancisco Bernardo, Michael Zbyszynski, Rebecca Fiebrink, Mick Grierson. [doi]
- Visual Impression Generation System Based on Boids AlgorithmMasafumi Ishii, Jinhwan Kwon, Keiki Takadama, Maki Sakamoto. [doi]
- Modeling the Partial Productivity of ConstructionsLibby Barak, Adele E. Goldberg. [doi]
- Statistical Analysis of Peer Detailing for Children's Diarrhea TreatmentsYumeng Tao, Debarun Bhattacharjya, Aliza R. Heching, Aditya Vempaty, Moninder Singh, Felix Lam, Kush R. Varshney, Aleksandra Mojsilovic. [doi]
- Using Deep Learning to Automate Feature Modeling in Learning by Observation: A Preliminary StudyMichael W. Floyd, J. T. Turner, David W. Aha. [doi]
- Content-Dependent Fusion: Combining Human MEG and FMRI Data to Reveal Spatiotemporal Dynamics of Animacy and Real-world Object SizeSeyed-Mahdi Khaligh-Razavi, Radoslaw Martin Cichy, Dimitrios Pantazis, Aude Oliva. [doi]
- Communicating Machine Learned Choices to E-Commerce UsersNarayanan Seshadri, Gyanit Singh, Justin House, Mukesh Nathan, Nish Parikh. [doi]
- Cognitively-Inspired Computational ContextWayne Zachary, Taylor J. Carpenter. [doi]
- Processing Natural Language About Ongoing Actions in ECGSteve Doubleday, Sean Trott, Jerome Feldman. [doi]
- Machine Representation of Data Analyses: Towards a Platform for Collaborative Data ScienceEvan Patterson, Ioana Baldini, Aleksandra Mojsilovic, Kush R. Varshney. [doi]
- Principles of Noology: A Theory and Science of Intelligence for Natural and Artificial IntelligenceSeng-Beng Ho. [doi]
- Brain Functional State Analysis of Mindfulness Using Graph Theory and Functional ConnectivityTomoyuki Hiroyasu, Satoru Hiwa. [doi]
- Back to the Future: A Framework for Modelling Altruistic Intelligence ExplosionsMahendra Prasad. [doi]
- Towards a Framework for Testing Learning from Observation of State-Based AgentsAmrik Sacha Elapata Gunaratne, Babak Esfandiari, Caleb Chan. [doi]
- Sensor-Based Detection of Invisible Changes in Activities towards Visualizing Disuse SyndromeShuya Masuda, Masayuki Numao. [doi]
- How Do Huge M&As Affect Our Health?Tatsuo Nakamura. [doi]
- Feynman Machine: A Novel Neural Architecture for Cortical and Machine IntelligenceEric Laukien, Richard Crowder, Fergal Byrne. [doi]
- Combining a Mixture of Experts with Transfer Learning in Complex GamesMihai Sorin Dobre, Alex Lascarides. [doi]
- Exploring Synergies between Visual Analytical Flow and Language PragmaticsVidya Setlur, Melanie Tory. [doi]
- Design implications for Designing with a Collaborative AIJanin Koch. [doi]
- The AI Community and the United Nations: A Missing Global Conversation & A Closer Look at Social GoodKaren Judd Smith. [doi]
- A Computational Construction Grammar for EnglishRemi van Trijp. [doi]
- Construction Detection in a Conventional NLP PipelineJesse Dunietz, Lori S. Levin, Miriam R. L. Petruck. [doi]
- Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG DataPavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hämäläinen, Patrick L. Purdon. [doi]
- Summary of Experiments in Belief-Space Planning at the Laboratory for Perceptual RoboticsScott Michael Jordan, Dirk Ruiken, Tiffany Q. Liu, Takeshi Takahashi 0002, Michael William Lanighan, Roderic A. Grupen. [doi]
- Challenges in Providing Automatic Affective Feedback in Instant Messaging ApplicationsChieh-Yang Huang, Ting-Hao Kenneth Huang, Lun-Wei Ku. [doi]