IUI'16


Book Description




Proceedings of the 21st International Conference on Intelligent User Interfaces


Book Description

IUI'16: 21st International Conference on Intelligent User Interfaces Mar 07, 2016-Mar 10, 2016 Sonoma, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




IUI'16 Companion


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Iui 2011 Proceeding of the 16th International Conference on Intelligent User Interface


Book Description

IUI Intelligent User Interfaces In March 1988, a group of researchers gathered in Monterey, California to participate in a workshop titled: "Architectures for Intelligent Interfaces." It was the beginning of what at first would be a slow but steady development of the field of Intelligent User Interfaces. Three years later, the book "Intelligent User Interfaces" was published edited by Joe Sullivan and Sherman Tyler, the organizers of the workshop. The book highlighted the main papers presented in the workshop and served as a basis for not only future work, but also future events that continued that work. It was not until 1993, however, that Bill Hefley organized the First International Workshop on Intelligent User Interfaces, which took place in Orlando, Florida. The event, sponsored by ACM, attracted a nascent group of researchers whose work clearly defined the field as a novel and promising intersection of Artificial Intelligence and Human-Computer Interaction.With a growing body of work in the field of IUI and a lack of an established outlet for such work at the time, Angel Puerta and Ernest Edmonds led an effort to create a permanent leading forum for research in intelligent user interfaces. The result was the first IUI conference in 1997 defined as a yearly event and conceived from the start as a highly selective program focusing on the quality of research, and on the value of the contribution of each accepted paper. Since that initial event, the IUI conferences have established the significance and breadth of the field, and have built a valuable reference body that inspires new research every day across the globe.




IUI '18


Book Description

It's our great pleasure to welcome you to the 2018 ACM International Conference on Intelligent User Interfaces (IUI 2018), held in Tokyo from 7-11 of March. This is the twenty-third IUI conference, continuing its tradition of being the main international forum for reporting outstanding research at the intersection of Human Computer Interaction (HCI) and Artificial Intelligence (AI). The work that appears at IUI bridges these two fields and delves also into related fields, such as psychology, cognitive science, computer graphics, the arts, and others. Members of the IUI community are interested in improving the symbiosis between humans and computers, and in making systems adapt to humans rather than the other way around. The program of IUI 2018 reflects the growth of the Intelligent User Interfaces research community. The calls for contributions attracted 297 full and short paper submissions from all over the world (a record number for the IUI conference series), 127 submissions of posters and demos, and 22 submissions to the student consortium. The conference committee accepted 68 papers (43 long papers and 25 short papers), covering a diverse range of topics, as reflected in the conference session titles. The conference program also includes 35 posters, 30 demos, and 11 student consortium papers. Building on the tradition of collaboration of IUI with ACM TiiS journal, 4 papers that were published by the journal in 2017 will be presented at the conference and selected papers presented at the conference will be invited to submit extended versions to the journal. In addition, IUI 2018 will feature 7 workshops on topics related to Intelligent User Interfaces. One of the main features of the conference are the 3 keynote talks. James A. Landay from Stanford University will open the conference with a keynote talk entitled From On Body to Out of Body User Experience. Following this, Masataka Goto from the National Institute of Advanced Industrial Science and Technology (AIST) will present his talk Intelligent Music Interfaces. Finally, Jennifer Golbeck from the University of Maryland will present her talk Surveillance or Support: When Personalization Turns Creepy. IUI 2018 will also feature the second edition of the lasting Impact Award, celebrating an impactful paper presented at one of the past editions of IUI. A novel aspect of IUI 2018 will be its co-location with IPSJ Interaction 2018, the leading domestic HCI conference in Japan. The two conferences will be held in the Hitotsubashi Hall and will be scheduled back-to-back, allowing the participants of one conference to also take part in the other. The two conferences will have a shared day that will feature the keynote talk of James A. Landay and a shared interactive poster/demo session. This co-location of the conferences will expose IUI to the local research community and hopefully attract new participants. We thank the IPSJ (Information Processing Society in Japan), and especially the five special-interest groups that organize IPSJ Interaction: IPSJ SIG-HCI, SIG-GN, SIG-UBI, SIG-EC and SIG-DCC. Without their immense help, this co-location would not have been possible. We also thank SIGCHI for their funding for Internationalisation, Diversity and Inclusion events at SIGCHI Sponsored Conferences to support this co-location.




Companion Publication of the 21st International Conference on Intelligent User Interfaces


Book Description

IUI'16: 21st International Conference on Intelligent User Interfaces Mar 07, 2016-Mar 10, 2016 Sonoma, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




IUI 15 20th International Conference on Intelligent User Interfaces


Book Description

IUI'15 20th International Conference on Intelligent User Interfaces Mar 29, 2015-Apr 01, 2015 Atlanta, USA. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.




Automated Machine Learning


Book Description

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.