This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020.The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.

This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020.The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.

Here are the proceedings of the Third International Joint Conference on Automated Reasoning, IJCAR 2006, held in Seattle, Washington, USA, August 2006. The book presents 41 revised full research papers and 8 revised system descriptions, with 3 invited papers and a summary of a systems competition. The papers are organized in topical sections on proofs, search, higher-order logic, proof theory, proof checking, combination, decision procedures, CASC-J3, rewriting, and description logic.

ThisvolumecontainstheresearchpaperspresentedatKI2005, the28thGerman Conference on Arti?cial Intelligence, held September 11-14, 2005 in Koblenz, Germany. KI 2005 was part of the International Conference Summer Koblenz 2005, which included conferences covering a broad spectrum of topics that are all related to AI: tableau-based reasoningmethods (TABLEAUX), multi-agent s- tems (MATES), automated reasoningand knowledgerepresentation(FTP), and software engineering and formal methods (SEFM). The Program Committee received 113 submissions from 22 countries. Each paperwasreviewedbythreereferees;afteranintensivediscussionabouttheb- derline papers during the online meeting of the Program Committee, 29 papers were accepted for publication in this proceedings volume. The program included three outstanding keynote talks: Ian Horrocks (U- versityofManchester, UK), LucSteels(UniversityofBrusselsandSony)and- bastian Thrun (Stanford University), who covered topics like logical foundation, cognitive abilities of multi-agent systems and the DARPA Grand Challenge. KI 2005 also included two excellent tutorials: Techniques in Evolutionary Robotics and Neurodynamics (Frank Pasemann, Martin Hulse, ] Ste?en Wis- mann and Keyan Zahedi) and Connectionist Knowledge Representation and Reasoning (Barbara Hammer and Pascal Hitzler). Many thanks to the tu- rial presenters and the tutorial chair Joachim Hertzberg. Peter Baumgartner, in hisroleasaworkshopchair, collected11workshopsfromallareasofAIresearch, whichalsoincludes ameeting ofthe GermanPriorityProgramonKooperierende Teams mobiler Roboter in dynamischen Umgebungen. I want to sincerely thank all the authors who submitted their work for c- sideration and the Program Committee members and the additional referees for theirgreate?ortandprofessionalworkinthereviewandselectionprocess.Their names are listed on the following page

This volume contains the papers selected for presentation at the conference and two abstracts from invited speakers. The programme committee selected these 25 papers from 12 countries out of 65 submissions from 17 countries. The rst JELIA meeting was in Rosco , France, ten years ago. Afterwards, it took place in the Netherlands, Germany, United Kingdom, Portugal, and now again in Germany. The proceedings of the last four meetings appeared in the Springer-Verlag LNCS series, and a selected series of papers of the English and the Portuguese meeting appeared as special issues in the Journal of Applied Non-Classical Logics and in the Journal of Automated Reasoning, respectively. The aim of JELIA was and still is to provide a forum for the exchange of ideas and results in the domain of foundations of AI, focusing on rigorous descriptions of some aspects of intelligence. These descriptions are promoted by applications, and produced by logical tools and methods. The papers contained in this volume cover the following topics: 1. Logic programming 2. Epistemic logics 3. Theorem proving 4. Non-monotonic reasoning 5. Non-standard logics 6. Knowledge representation 7. Higher order logics We would like to warmly thank the authors, the invited speakers, the m- bers of the program committee, and the additional reviewers listed below. They all have made these proceedings possible and ensured their quality.

This book constitutes the refereed proceedings of the 4th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR '97, held in Dagstuhl Castle, Germany, in July 1997.
The volume presents 19 revised regular papers together with 10 system descriptions and five abstracts of invited presentations. The papers included report state-of-the-art research and development in the interdisciplinary area of logic programming and logical foundations of artificial intelligence.

Digitalization is inexorably conquering our lives - also with artificial intelligence (AI) methods. Search engine operators, social network operators and shipping platform operators know more and more about us, about our buying and living habits. User data has become a valuable commodity. We live and work with computer systems that behave intelligently or are even intelligent. Questions like "Can machines be intelligent?" or "Can they have emotions or a consciousness?" keep popping up. To enable readers to form their own opinion on these questions, the authors clearly explain individual techniques or methods of AI and relate them to approaches from philosophy, art and neurobiology. Topics such as logical reasoning, knowledge and memory play just as important a role as machine learning and artificial neural networks. In the foreground is the question of what constitutes memory and thinking, what role our emotions play when we as humans move through life, through the world. A book that offers unusual perspectives on artificial intelligence.

Warum werden Roboter oft als bedrohlich empfunden? Konnen kunstliche Systeme Emotionen und Bewusstsein haben? Die Autoren gehen von der These aus, dass die Literatur- und Geistesgeschichte uns helfen kann, aktuelle Entwicklungen der Robotik unvoreingenommen zu betrachten. Denn ob es um mittelalterliche Mythen, androide Roboter der Romantik, die Aufklarung oder die Entwicklung der kunstlichen Intelligenz geht, stets stellt sich die Frage nach dem, was der Mensch ist, was sein Bewusstsein ausmacht und was ihn von anderen Wesen unterscheidet."

Das vorliegende Bueh ist eine iiberarbeitete Fassung meiner Habilitati- onssehrift 'Funktionen in Hornklausellogik'. Die Arbeit ist an der Teehnisehen Universitat Miinehen im Rahmen des ESPRIT-Projektes P973 ALPES fertiggestellt worden. Herrn Prof. Bibel und Herrn Prof. Jessen moehte ieh danken, daB sie mir die Arbeit in der fruehtbaren und anregenden Atmosphare der Forsehungsgruppe Intellek- tik ermoglieht haben. Herrn Prof. Brauer danke ieh fUr das Interesse, daB er dieser Arbeit entgegengebraeht hat. Ein wiehtiger Teil der Arbeit baut auf meiner wissensehaftliehen Tatigkeit an der Fakultat fiir Informatik der Univer- sitat der Bundeswehr Miinehen auf. Fiir die Unterstiitzung wahrend die- ser Zeit, sowie fUr zahlreiehe Verbesserungsvorsehlage moehte ieh Herrn Prof. Niegel herzlich danken. Die Zusammenarbeit mit meinem Kollegen Steffen Holldobler hat mir groBen SpaB gemaehtj seine Ideen, seine Diskussionsbereitsehaft und seine Kritikfreudigkeit haben mich stets angeregt. Diskussionen mit Thierry Conrad, Jean-Yves Cras und Bertram Fronhofer haben wesent- lich mitgeholfen. Die Implementierung des FHCL-Systems wurde von Thomas Laufier- meier, die der parallelen Version von Matthias Schuster angefertigt. Chri- stian Suttner war FHCL-Anwender bei der Entwicklung von Smoothsort. Er hat auch zusammen mit Peter Baumgartner und Max Moser friihere Fassungen dieser Arbeit kritiseh gelesen.