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251. Seeing the System through the End Users’ Eyes: Shadow Expert Technique for Evaluating the Consistency of a Learning Management System

Author

Holzinger, Andreas, Stickel, Christian, Fassold, Markus, Ebner, Martin, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Holzinger, Andreas, editor, and Miesenberger, Klaus, editor

Published
2009
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252. A Mixed-Method Approach on Digital Educational Games for K12: Gender, Attitudes and Performance

Author

Law, Effie Lai-Chong, Gamble, Tim, Schwarz, Daniel, Kickmeier-Rust, Michael D., Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Holzinger, Andreas, editor, and Miesenberger, Klaus, editor

Published
2009
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255. Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-touch Tablet Computers

Author

Holzinger, Andreas, Schwarz, Michael, Ofner, Bernhard, Jeanquartier, Fleur, Calero-Valdez, Andre, Roecker, Carsten, Ziefle, Martina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Teufel, Stephanie, editor, Min, Tjoa A, editor, You, Ilsun, editor, and Weippl, Edgar, editor

Published
2014
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256. Mobile Computing is not Always Advantageous: Lessons Learned from a Real-World Case Study in a Hospital

Author

Holzinger, Andreas, Sommerauer, Bettina, Spitzer, Peter, Juric, Simon, Zalik, Borut, Debevc, Matjaz, Lidynia, Chantal, Valdez, André Calero, Roecker, Carsten, Ziefle, Martina, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Teufel, Stephanie, editor, Min, Tjoa A, editor, You, Ilsun, editor, and Weippl, Edgar, editor

Published
2014
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257. On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning

Author

Babič, František, Majnarić, Ljiljana, Lukáčová, Alexandra, Paralič, Ján, Holzinger, Andreas, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Kobsa, Alfred, Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Bursa, Miroslav, editor, Khuri, Sami, editor, and Renda, M. Elena, editor

Published
2014
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258. Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics

Author

Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Tanaka, Yuzuru, editor, Wahlster, Wolfgang, editor, Siekmann, Jörg, editor, Ślȩzak, Dominik, editor, Tan, Ah-Hwee, editor, Peters, James F., editor, and Schwabe, Lars, editor

Published
2014
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259. Entropy-Based Data Mining on the Example of Cardiac Arrhythmia Suppression

Author

Bachler, Martin, Hörtenhuber, Matthias, Mayer, Christopher, Holzinger, Andreas, Wassertheurer, Siegfried, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Tanaka, Yuzuru, editor, Wahlster, Wolfgang, editor, Siekmann, Jörg, editor, Ślȩzak, Dominik, editor, Tan, Ah-Hwee, editor, Peters, James F., editor, and Schwabe, Lars, editor

Published
2014
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260. On Graph Extraction from Image Data

Author

Holzinger, Andreas, Malle, Bernd, Giuliani, Nicola, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Tanaka, Yuzuru, editor, Wahlster, Wolfgang, editor, Siekmann, Jörg, editor, Ślȩzak, Dominik, editor, Tan, Ah-Hwee, editor, Peters, James F., editor, and Schwabe, Lars, editor

Published
2014
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261. On Terrain Coverage Optimization by Using a Network Approach for Universal Graph-Based Data Mining and Knowledge Discovery

Author

Preuß, Michael, Dehmer, Matthias, Pickl, Stefan, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Tanaka, Yuzuru, editor, Wahlster, Wolfgang, editor, Siekmann, Jörg, editor, Ślȩzak, Dominik, editor, Tan, Ah-Hwee, editor, Peters, James F., editor, and Schwabe, Lars, editor

Published
2014
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262. Enhancing Interdisciplinary Cooperation by Social Platforms : Assessing the Usefulness of Bibliometric Social Network Visualization in Large-Scale Research Clusters

Author

Calero Valdez, André, Schaar, Anne Kathrin, Ziefle, Martina, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, and Yamamoto, Sakae, editor

Published
2014
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264. More Than Just a Game: Accessibility in Computer Games

Author

Miesenberger, Klaus, Ossmann, Roland, Archambault, Dominique, Searle, Gig, Holzinger, Andreas, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Holzinger, Andreas, editor

Published
2008
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265. Challenges in the Development and Evaluation of Immersive Digital Educational Games

Author

Law, Effie Lai-Chong, Kickmeier-Rust, Michael D., Albert, Dietrich, Holzinger, Andreas, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Holzinger, Andreas, editor

Published
2008
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266. The Evaluation of Semantic Tools to Support Physicians in the Extraction of Diagnosis Codes

Author

Geierhofer, Regina, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Holzinger, Andreas, editor

Published
2007
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267. Some Usability Issues of Augmented and Mixed Reality for e-Health Applications in the Medical Domain

Author

Behringer, Reinhold, Christian, Johannes, Holzinger, Andreas, Wilkinson, Steve, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Holzinger, Andreas, editor

Published
2007
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268. Modeling Elastic Vessels with the LBGK Method in Three Dimensions

Author

Leitner, Daniel, Wassertheurer, Siegfried, Hessinger, Michael, Holzinger, Andreas, Breitenecker, Felix, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Holzinger, Andreas, editor

Published
2007
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269. Interactive Analysis and Visualization of Macromolecular Interfaces between Proteins

Author

Wiltgen, Marco, Holzinger, Andreas, Tilz, Gernot P., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Holzinger, Andreas, editor

Published
2007
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270. Design and Development of a Mobile Medical Application for the Management of Chronic Diseases: Methods of Improved Data Input for Older People

Author

Nischelwitzer, Alexander, Pintoffl, Klaus, Loss, Christina, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Holzinger, Andreas, editor

Published
2007
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277. Protocol for validation of the Global Scales for Early Development (GSED) for children under 3 years of age in seven countries

Author

Cavallera, Vanessa, primary, Lancaster, Gillian, additional, Gladstone, Melissa, additional, Black, Maureen M, additional, McCray, Gareth, additional, Nizar, Ambreen, additional, Ahmed, Salahuddin, additional, Dutta, Arup, additional, Anago, Romuald Kouadio E, additional, Brentani, Alexandra, additional, Jiang, Fan, additional, Schönbeck, Yvonne, additional, McCoy, Dana C, additional, Kariger, Patricia, additional, Weber, Ann M, additional, Raikes, Abbie, additional, Waldman, Marcus, additional, van Buuren, Stef, additional, Kaur, Raghbir, additional, Pérez Maillard, Michelle, additional, Nisar, Muhammad Imran, additional, Khanam, Rasheda, additional, Sazawal, Sunil, additional, Zongo, Arsène, additional, Pacifico Mercadante, Mariana, additional, Zhang, Yunting, additional, Roy, Arunangshu D, additional, Hepworth, Katelyn, additional, Fink, Günther, additional, Rubio-Codina, Marta, additional, Tofail, Fahmida, additional, Eekhout, Iris, additional, Seiden, Jonathan, additional, Norton, Rebecca, additional, Baqui, Abdullah H, additional, Khalfan Ali, Jamila, additional, Zhao, Jin, additional, Holzinger, Andreas, additional, Detmar, Symone, additional, Kembou, Samuel Nzale, additional, Begum, Farzana, additional, Mohammed Ali, Said, additional, Jehan, Fyezah, additional, Dua, Tarun, additional, and Janus, Magdalena, additional

Published
2023
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278. Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation

Author

Carrington, Andre M., primary, Manuel, Douglas G., additional, Fieguth, Paul W., additional, Ramsay, Tim, additional, Osmani, Venet, additional, Wernly, Bernhard, additional, Bennett, Carol, additional, Hawken, Steven, additional, Magwood, Olivia, additional, Sheikh, Yusuf, additional, McInnes, Matthew, additional, and Holzinger, Andreas, additional

Published
2023
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285. Preface

Author

Bürstmayr, Hermann, Gronauer, Andreas, Holzinger, Andreas, Roth, Peter M., and Stampfer, Karl

Published
2023
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289. Development and Evaluation of an E-Learning Course for Deaf and Hard of Hearing Based on the Advanced Adapted Pedagogical Index Method

Author

Debevc, Matjaž, Stjepanovic, Zoran, and Holzinger, Andreas

Abstract

Web-based and adapted e-learning materials provide alternative methods of learning to those used in a traditional classroom. Within the study described in this article, deaf and hard of hearing people used an adaptive e-learning environment to improve their computer literacy. This environment included streaming video with sign language interpreter video and subtitles. The courses were based on the learning management system Moodle, which also includes sign language streaming videos and subtitles. A different approach is required when adapting e-learning courses for the deaf and hard of hearing: new guidelines must be developed concerning the loading and display of video material. This is shown in the example of the e-learning course, ECDL (European Computer Driving Licence). The usability of the e-learning course is analyzed and confirmed using two methods: first, the Software Usability Measurement Inventory (SUMI) evaluation method, and second, the Adapted Pedagogical Index (AdaPI), which was developed as part of this study, and gives an index to measure the pedagogical effectiveness of e-learning courses adapted for people with disabilities. With 116 participants, of whom 22 are deaf or hard of hearing, the e-learning course for the target group has been found suitable and appropriate according to both evaluation methods.

Published
2014
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293. On Interactive Data Visualization of Physiological Low-Cost-Sensor Data with Focus on Mental Stress

Author

Holzinger, Andreas, Bruschi, Manuel, Eder, Wolfgang, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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294. On the Prediction of Clusters for Adverse Reactions and Allergies on Antibiotics for Children to Improve Biomedical Decision Making

Author

Yildirim, Pinar, Majnarić, Ljiljana, Ekmekci, Ozgur Ilyas, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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295. On Visual Analytics and Evaluation in Cell Physiology: A Case Study

Author

Jeanquartier, Fleur, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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296. On Graph Entropy Measures for Knowledge Discovery from Publication Network Data

Author

Holzinger, Andreas, Ofner, Bernhard, Stocker, Christof, Calero Valdez, André, Schaar, Anne Kathrin, Ziefle, Martina, Dehmer, Matthias, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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297. Older Users’ Wish List for Technology Attributes : A Comparison of Household and Medical Technologies

Author

Himmel, Simon, Ziefle, Martina, Lidynia, Chantal, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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298. Human-Computer Interaction and Knowledge Discovery (HCI-KDD): What Is the Benefit of Bringing Those Two Fields to Work Together?

Author

Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Cuzzocrea, Alfredo, editor, Kittl, Christian, editor, Simos, Dimitris E., editor, Weippl, Edgar, editor, and Xu, Lida, editor

Published
2013
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299. Acceptance of Telemedical Treatments – A Medical Professional Point of View

Author

Ziefle, Martina, Klack, Lars, Wilkowska, Wiktoria, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Yamamoto, Sakae, editor

Published
2013
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300. Introducing an Information System for Successful Support of Selective Attention in Online Courses

Author

Ebner, Martin, Wachtler, Josef, Holzinger, Andreas, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Stephanidis, Constantine, editor, and Antona, Margherita, editor

Published
2013
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