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This three-volume set LNAI 11670, LNAI 11671, and LNAI 11672 constitutes the thoroughly refereed proceedings of the 16th Pacific Rim Conference on Artificial Intelligence, PRICAI 2019, held in Cuvu, Yanuca Island, Fiji, in August 2019.The 111 full papers and 13 short papers presented in these volumes were carefully reviewed and selected from 265 submissions. PRICAI covers a wide range of topics such as AI theories, technologies and their applications in the areas of social and economic importance for countries in the Pacific Rim.

This book constitutes the refereed proceedings of the 42nd German Conference on Artificial Intelligence, KI 2019, held in Kassel, Germany, in September 2019. The 16 full and 10 short papers presented together with 3 extended abstracts in this volume were carefully reviewed and selected from 82 submissions.

This book constitutes the proceedings of the 7th International Conference on Statistical Language and Speech Processing, SLSP 2019, held in Ljubljana, Slovenia, in October 2019. Language Analysis and Generation; Speech Analysis and Synthesis;

This book constitutes the proceedings of the 5th International Conference on Interactive Collaborative Robotics, ICR 2020, held in St. Petersburg, Russia, in October 2020. The 31 papers presented were carefully reviewed and selected from 62 submissions.

This book constitutes the proceedings of the 33rd Australasian Joint Conference on Artificial Intelligence, AI 2020, held in Canberra, ACT, Australia, in November 2020.*The 36 full papers presented in this volume were carefully reviewed and selected from 57 submissions.

The volume LNAI 12179 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2020, which was due to be held in Havana, Cuba, in June 2020. The conference was held virtually due to the COVID-19 pandemic. The 37 full papers accepted were carefully reviewed and selected from 50 submissions.

This two-volume set of LNCS 12463 and LNCS 12464 constitutes - in conjunction with the volume LNAI 12465 - the refereed proceedings of the 16th International Conference on Intelligent Computing, ICIC 2020, held in Bari, Italy, in October 2020.

The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020.

The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020.

The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020. The 112 revised full papers presented were carefully reviewed and selected from 265 submissions.

This book constitutes the refereed proceedings of the 15th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2020, held in Gijon, Spain, in November 2020. The 65 regular papers presented in this book were carefully reviewed and selected from 106 submissions. data mining, knowledge discovery and big data;

This book constitutes the proceedings of the 40th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2020, which was supposed to be held in Cambridge, UK, in December 2020.

This book constitutes the refereed proceedings of the Second International Conference on Distributed Artificial Intelligence, DAI 2020, held in Nanjing, China, in October 2020. The 9 full papers presented in this book were carefully reviewed and selected from 22 submissions.

This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications.

This book constitutes the proceedings of the )th International Conference on Biomimetic and Biohybrid Systems, Living Machines 2020, held in Freiburg, Germany, in July 2020.

This book constitutes the proceedings of the 19th China National Conference on Computational Linguistics, CCL 2020, held in Hainan, China, in October/November 2020.The 32 full and 2 short papers presented in this volume were carefully reviewed and selected from 99 submissions. minority language information processing;

This book constitutes the refereed proceedings of the 4th ECML PKDD Workshop on Advanced Analytics and Learning on Temporal Data, AALTD 2019, held in Ghent, Belgium, in September 2020. The 15 full papers presented in this book were carefully reviewed and selected from 29 submissions.

The volume LNAI 12228 constitute the refereed proceedings of the 21th Annual Conference "Towards Autonomous Robotics," TAROS 20120, held in Nottingham, UK, in September 2020.*The 30 full papers and 11 short papers presented were carefully reviewed and selected from 63 submissions.

This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2020.

This book constitutes the thoroughly refereed proceedings of the Second International Conference on Brain Function Assessment in Learning, BFAL 2020, held in Heraklion, Crete, Greece, in October 2020*. The 11 revised full papers and 10 short papers presented were carefully selected from 35 submissions.

This book constitutes the refereed proceedings of the 12th International Conference on Scalable Uncertainty Management, SUM 2018, which was held in Milan, Italy, in October 2018.

They discuss different facets of decision processes in a broad sense and present research in data science, data privacy, aggregation functions, human decision making, graphs and social networks, and recommendation and search.

Ethics, Trust and Explainability.- Can you Trust the Black Box? The Effect of Personality Traits on Trust in AI-Enabled User Interfaces.- Towards Design Principles for User-Centric Explainable AI in Fraud Detection.- Disentangling Trust and Anthropomorphism Toward the Design of Human-Centered AI Systems.- Designing a Gender-Inclusive Conversational Agent for Pair Programming: An Empirical Investigation.- The Challenge of Digital Education and Equality in Taiwan.- Morality Beyond the Lines: Detecting Moral Sentiment using AI-generated Synthetic Context.- Whoops! Something Went Wrong: Errors, Trust, and Trust Repair Strategies in Human Agent Teaming.- What Does it Mean to Explain? A User-Centered Study on AI Explainability.- Human-Centered AI.- How Intuitive Is It? Comparing Metrics for Attitudes in Argumentation with a Human Baseline.- A Contextual Bayesian User Experience Model for Scholarly Recommender Systems.- From a Workshop to a Framework for Human-Centered Artificial Intelligence.- Collaborative Human-AI Sensemaking for Intelligence Analysis.- Design Intelligence - Taking Further Steps Towards New Methods and Tools for Designing in the Age of AI.- Towards Incorporating AI into the Mission Planning Process.- Putting a Face on Algorithms: Personas for Modelling Artificial Intelligence.- Tool or Partner: The Designer''s Perception of an AI-style Generating Service.- Human-Centered Artificial Intelligence Considerations and Implementations: A Case Study from Software Product Development.- Sage Advice? The Impacts of Explanations for Machine Learning Models on Human Decision-Making in Spam Detection.- HCD3A: An HCD Model to Design Data-Driven Apps.- AI applications in HCI.- Visual Prediction Based on Photorealistic Style Transfer.- Automatic Generation of Machine Learning Synthetic Data using ROS.- A Questionnaire Data Clustering Method Based on Optimized K-Modes Algorithm.- A Deep Learning Based Multi-modal Approach for Images and Texts Recommendation.- Pet Dogs'' and Their Owners'' Reactions toward Four Differently Shaped Speaking Agents: A Report on Qualitative Results in a Pilot Test.- Investigating Viewer''s Reliance on Captions Based on Gaze Information.- KLSI Methods for Human Simultaneous Interpretation and Towards Building a Simultaneous Machine Translation System Reflecting the KLSI Methods.- Development of Real Environment Datasets Creation Method for Deep Learning to Improve Quality of Depth Image.- Assisting Text Localization and Transcreation Tasks Using AI-based Masked Language Modeling.- A Preliminary Study for Identification of Additive Manufactured Objects with Transmitted Images.- AI Applications in Smart Environments.- A Tactile User Device to Interact with Smart Environments.- Towards an Ambient Smart City: Using Augmented Reality to Geospatially Filter the Right Airbnb via Artificial Intelligence.- Why Developing Simulation Capabilities Promotes Sustainable Adaptation to Climate Change.- Natural Interaction with Traffic Control Cameras through Multimodal Interfaces.- Building Conversational Agents for Military Training: Towards a Virtual Wingman.- Toward Automated Mixed Reality Interface Design: An Evolutionary Optimization Approach.- Estimation of Learners'' Engagement Using Face and Body Features by Transfer Learning.

This book constitutes the proceedings of the 9th International Conference on Statistical Language and Speech Processing, SLSP 2021, held in Cardiff, UK, in November 2021.The 9 full papers presented in this volume were carefully reviewed and selected from 21 submissions.