Table of Contents

• Using a General Prior Knowledge Graph to Improve Data-Driven Causal Network LearningMeghamala Sinha, Stephen A. Ramsey. [doi]
• Capturing Knowledge of Emerging Entities from Extended Search SnippetsSunday C. Ngwobia, Saeedeh Shekarpour, Faisal Alshargi. [doi]
• Neural-Symbolic Integration for Fairness in AIBenedikt Wagner, Artur d'Avila Garcez. [doi]
• Learning Profile-Based Recommendations for Medical Search Auto-CompleteGuusje Boomgaard, Selene Baez Santamaría, Ilaria Tiddi, Robert-Jan Sips, Zoltán Szlávik. [doi]
• Towards Unsupervised Knowledge ExtractionDorothea Tsatsou, Konstantinos Karageorgos, Anastasios Dimou, Javier Carbo, José M. Molina López, Petros Daras. [doi]
• Guiding Parameter Estimation of Agent-Based Modeling Through Knowledge-Based Function ApproximationWilliam Broniec, Sungeun An, Spencer Rugaber, Ashok K. Goel 0001. [doi]
• Implications of Combining Domain Knowledge in Explainable Artificial IntelligenceSheikh Rabiul Islam, William Eberle. [doi]
• Using Camera-Drones and Artificial Intelligence to Automate Warehouse InventoryRené Keßler, Christian Melching, Ralph Goehrs, Jorge Marx Gómez. [doi]
• AAAI-MAKE 2021: Combining Machine Learning and Knowledge EngineeringAndreas Martin 0001, Knut Hinkelmann. [doi]
• XAI for Operations in the Process Industry - Applications, Theses, and Research DirectionsArzam Kotriwala, Benjamin Klöpper, Marcel Dix, Gayathri Gopalakrishnan, Dawid Ziobro, Andreas Potschka. [doi]
• Team Design Patterns for Moral Decisions in Hybrid Intelligent Systems: A Case Study of Bias MitigationJip J. van Stijn, Mark A. Neerincx, Annette ten Teije, Steven Vethman. [doi]
• SAMS: Human-in-the-loop Approach to Combat the Sharing of Digital MisinformationShaban Shabani, Zarina Charlesworth, Maria Sokhn, Heiko Schuldt. [doi]
• Evaluating Artificial Short Message Service Campaigns Through Rule Based Multi-instance Multi-label ClassificationJohannes Sahlin, Håkan Sundell, Håkan Alm, Jesper Holgersson. [doi]
• Towards Kinematically Constrained Real Time Human Pose Estimation using Sparse IMUsDeepak Nagaraj, Rhett Dobinson, Dirk Werth. [doi]
• Deep Learning Approaches for Forecasting Strawberry Yields and Prices Using Satellite Images and Station-Based Soil ParametersMohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray. [doi]
• EmEL++: Embeddings for EL++ Description LogicSutapa Mondal, Sumit Bhatia, Raghava Mutharaju. [doi]
• A Neural-Symbolic Approach for User Mental Modeling: A Step Towards Building Exchangeable IdentitiesHossein Rahnama, Marjan Alirezaie, Alex Pentland. [doi]
• ZERO - Detect objects without training examples by knowing their partsGertjan J. Burghouts, Fieke Hillerström. [doi]
• Knowledge Engineering with Image Data in Real-World SettingsMargaret Warren, David A. Shamma, Patrick J. Hayes. [doi]
• Fit to Measure: Reasoning About Sizes for Robust Object RecognitionAgnese Chiatti, Enrico Motta, Enrico Daga, Gianluca Bardaro. [doi]
• A Recap of Early Work on Theory and Knowledge RefinementRaymond J. Mooney, Jude W. Shavlik. [doi]
• Towards More Robust Fashion Recognition by Combining of Deep-Learning-Based Detection with Semantic ReasoningAchim Reiz, Mohamad Albadawi, Kurt Sandkuhl, Matthias Vahl, Dennis Sidin. [doi]
• Knowledge Infused Policy Gradients for Adaptive Pandemic ControlKaushik Roy, Qi Zhang, Manas Gaur, Amit P. Sheth. [doi]
• The FATE System: FAir, Transparent and Explainable Decision MakingJoachim de Greeff, Maaike H. T. de Boer, Fieke H. J. Hillerström, Freek Bomhof, Wiard Jorritsma, Mark A. Neerincx. [doi]
• Towards Automatic Ontology Alignment using BERTSophie Neutel, Maaike H. T. de Boer. [doi]
• Anomaly Detection in Railway InfrastructureDavid Morandi, Stephan Jüngling. [doi]
• Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph EntailmentMonireh Ebrahimi, Md. Kamruzzaman Sarker, Federico Bianchi, Ning Xie, Aaron Eberhart, Derek Doran, HyeongSik Kim, Pascal Hitzler. [doi]
• Supporting Case-Based Reasoning with Neural Networks: An Illustration for Case AdaptationDavid Leake, Xiaomeng Ye, David J. Crandall. [doi]
• Batch-like Online Learning for More Robust Hybrid Artificial Intelligence: Deconstruction as a Machine Learning ProcessThomas Schmid 0003. [doi]
• Decision Support combining Machine Learning, Knowledge Representation and Case-Based ReasoningCarlo Mehli, Knut Hinkelmann, Stephan Jüngling. [doi]
• Ontology-based Transfer Learning in the Airport and Warehouse Logistics DomainsMiriam Herold, Mirjam Minor. [doi]
• Automated Construction of Knowledge-Bases for Safety Critical Applications: Challenges and OpportunitiesAmit Bhatia, Alessandro Pinto. [doi]
• Hybrid AI using Graph Neural Networks in Scene ClassificationMaaike H. T. de Boer, Fieke Hillerström. [doi]
• Semantic Enrichment of Pretrained Embedding Output for Unsupervised IREdmund Dervakos, Giorgos Filandrianos, Konstantinos Thomas, Alexios Mandalios, Chrysoula Zerva, Giorgos Stamou. [doi]
• Enhancement of Record Linkage by Using Attributes containing Natural Language TextPhilipp Behnen, Felix Kruse, Jorge Marx Gómez. [doi]
• "Is depression related to cannabis?": A knowledge-infused model for Entity and Relation Extraction with Limited SupervisionKaushik Roy, Usha Lokala, Vedant Khandelwal, Amit P. Sheth. [doi]
• Improving Machine Learning Performance Using Conceptual ModelingArturo Castellanos, Alfred Castillo, Monica Chiarini Tremblay, Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey. [doi]
• Evaluation of Machine Learning Algorithms in a Human-Computer Hybrid Record Linkage SystemMahin Ramezani, Guru Ilangovan, Hye-Chung Kum. [doi]
• Exploring the Hyperparameters of XGBoost Through 3D VisualizationsOle-Edvard Ørebæk, Marius Geitle. [doi]
• The Significance of Computational Performance for Enterprise AI in Question-AnsweringJan Meiswinkel, Patrick Levi, Rainer Hoch. [doi]
• Hybrid Conversational AI for Intelligent Tutoring SystemsCharuta Pande, Hans Friedrich Witschel, Andreas Martin 0001, Devid Montecchiari. [doi]