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Books by Joao Gama
  | | Learning from Data Streams(Reprint) Processing Techniques in Sensor Networks by Mohamed Medhat Gaber, Editor-Joao Gama, João Gama, Joã£O Gama Paperback, 244 Pages, Published 2009 by Springer ISBN-13: 978-3-642-09285-5, ISBN: 3-642-09285-3 "Learning from Data Streams Processing data streams has raised new research challenges over the last few years. This book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. Applications in security, the natural sciences, and education are presented. The huge bibliography offers an excellent starting point for further ..." |
 | | Advanced Data Mining and Applications 5th International Conference, ADMA 2009, Chengdu, China, August 17-19, 2009, Proceedings (Lecture Notes in ... / Lecture Notes in Artificial Intelligence) by Ronghuai Huang, Qiang Yang, Jian Pei, Xiaofeng Meng, Xue Li, João Gama, Editor-Joao Gama, Joã£O Gama, Jian Pei Ph. Paperback, 807 Pages, Published 2009 by Springer ISBN-13: 978-3-642-03347-6, ISBN: 3-642-03347-4 "This volume contains the proceedings of the International Conference on Advanced Data Mining and Applications (ADMA 2009), held in Beijing, China, during August 17 19, 2009. We are pleased to have a very strong program. Acceptance into the conference proceedings was extremely competitive. From the 322 submissions from 27 countries and regions, the Program Committee selected 34 full papers and 47 short papers for presentation at the conf ..." |
 | | Knowledge Discovery from Sensor Data(1st Edition) by Auroop R. Ganguly, Joao Gama, Mohamed Gaber, Olufemi A. Omitaomu, Ranga Raju Vatsavai Paperback, 215 Pages, Published 2019 by Crc Press ISBN-13: 978-0-367-38623-8, ISBN: 0-367-38623-2 "As sensors become ubiquitous, a set of broad requirements is beginning to emerge across high-priority applications including disaster preparedness and management, adaptability to climate change, national or homeland security, and the management of critical infrastructures. This book presents innovative solutions in offline data mining and real-time analysis of sensor or geographically distributed data. It discusses the challenges and re ..." |
 | | Knowledge Discovery from Sensor Data(1st Edition) (Systems Innovation Book Series) by Auroop R. Ganguly, Joao Gama, Mohamed Medhat Gaber, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Adedeji B. Badiru Hardcover, 215 Pages, Published 2008 by Crc Press ISBN-13: 978-1-4200-8232-6, ISBN: 1-4200-8232-9 "As sensors become ubiquitous, a set of broad requirements is beginning to emerge across high-priority applications including disaster preparedness and management, adaptability to climate change, national or homeland security, and the management of critical infrastructures. This book presents innovative solutions in offline data mining and real-time analysis of sensor or geographically distributed data. It discusses the challenges and re ..." |
 | | Knowledge Discovery from Data Streams(1st Edition) (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by Joao Gama Hardcover, 255 Pages, Published 2010 by Chapman And Hall/Crc ISBN-13: 978-1-4398-2611-9, ISBN: 1-4398-2611-0 "Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms. Exploring how to extract knowledge structures from evolving and time-changing data, Knowledge Discovery from Data Streams presents a coherent overview of state-of-the-art research in learning from data streams. The book ..." |
 | | Systems Innovation Book Knowledge Discovery from Sensor Data by Auroop R. Ganguly, Joao Gama, Olufemi A. Omitaomu, Mohamed Gaber, Ranga Raju Vatsavai 215 Pages, Published 2008 by Crc Press ISBN-13: 978-1-4200-8233-3, ISBN: 1-4200-8233-7 "Technical Report, 02-771, Department of Computer Science, University of Southern California, September, 2002. M. Hondzo. Personal communication with Prof. Miki Hondzo, Saint Anthony Falls Laboratory, University of Minnesota. R. Johnson. Applied Multivariate Statistical Analysis. Prentice Hall, Upper Saddle River, NJ, 1992. D.E. Kaufman and R.L. Smith. Fastest Paths in Time-Dependent Networks for Intelligent Vehicle Highway Systems ..." |
 | | Chapman and Hall/CRC Data Mining and Knowledge Discovery Knowledge Discovery from Data Streams by Joao Gama 255 Pages, Published 2010 by Crc Press ISBN-13: 978-1-4398-2612-6, ISBN: 1-4398-2612-9 "... major approaches for the detection of novelty in data streams. 9.2 Learning and Novelty Learning and novelty are two intrinsically. 1Based on joint work with Eduardo Spinosa and Andre de Carvalho. 2SAX is described in Section 11.4. 133 ..." |
 | | Database Systems for Advanced Applications(1st Edition) 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part I (Lecture Notes in Computer Science) by Guoliang Li, Joao Gama, Jun Yang, Juggapong Natwichai, Yongxin Tong Paperback, 817 Pages, Published 2019 by Springer ISBN-13: 978-3-030-18575-6, ISBN: 3-030-18575-3 "This two-volume set LNCS 11446 and LNCS 11447 constitutes the refereed proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019. The 92 full papers and 64 short papers were carefully selected from a total of 501 submissions. In addition, 13 demo papers and 6 tutorial papers are included. The full papers are organized in the following topics: ..." |
 | | Database Systems for Advanced Applications(1st Edition) DASFAA 2019 International Workshops: BDMS, BDQM, and GDMA, Chiang Mai, Thailand, April 22-25, 2019, Proceedings (Lecture Notes in Computer Science) by Guoliang Li, Jun Yang, Joao Gama, Juggapong Natwichai, Yongxin Tong Paperback, 607 Pages, Published 2019 by Springer ISBN-13: 978-3-030-18589-3, ISBN: 3-030-18589-3 "This book constitutes the workshop proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019. The 14 full papers presented were carefully selected and reviewed from 26 submissions to the three following workshops: the 6th International Workshop on Big Data Management and Service, BDMS 2019; the 4th International Workshop on Big Data Quality Ma ..." |
 | | Database Systems for Advanced Applications(1st Edition) 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22-25, 2019, Proceedings, Part II (Lecture Notes in Computer Science) by Guoliang Li, Jun Yang, Joao Gama, Juggapong Natwichai, Yongxin Tong Paperback, 785 Pages, Published 2019 by Springer ISBN-13: 978-3-030-18578-7, ISBN: 3-030-18578-8 "This two-volume set LNCS 11446 and LNCS 11447 constitutes the refereed proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019. The 92 full papers and 64 short papers were carefully selected from a total of 501 submissions. In addition, 13 demo papers and 6 tutorial papers are included. The full papers are organized in the following topics: ..." |
 | | IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14-18, 2020, Revised Selected Papers (Pa by Joao Gama Paperback, Published 2021 by Springer, Berlin|Springer International Publishing|Springer ISBN-13: 978-3-030-66769-6, ISBN: 3-030-66769-3 |
 | | Learning from Data Streams by Joao Gama Paperback ISBN-13: 978-3-540-84110-4, ISBN: 3-540-84110-5 |
 | | IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020, Ghent, Belgium, September 14–18, 2020, Revised Selected Papers by Joao Gama, Sepideh Pashami, Albert Bifet, Moamar Sayed-Mouchawe, Holger Fröning, Franz Pernkopf, Gregor Schiele, Michaela Blott 317 Pages, Published 2020 by Springer Nature ISBN-13: 978-3-030-66770-2, ISBN: 3-030-66770-7 "This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ..." |
 | | Activity recognition from smartphone sensing data In Android environment by Alexandre Lopes, João Moreira, Joao Gama Paperback, 84 Pages, Published 2012 by Lap Lambert Academic Publishing ISBN-13: 978-3-659-29617-8, ISBN: 3-659-29617-1 "Recognizing human activities with sensors next to the body has become more important over the years, aiming to create or improve systems in elder care support, health/fitness monitoring, and assisting those with cognitive disorders. This task of recognizing activities taking place at a certain moment when considering only one individual user is called Activity Recognition. With smartphones, it was possible to overcome the barrier of the ..." |
 | | On Combining Classification Algorithms by Joao Gama Paperback, 200 Pages, Published 2009 by Vdm Verlag ISBN-13: 978-3-639-16746-7, ISBN: 3-639-16746-5 "The ability of a chosen classification algorithm to induce a good generalization depends on how appropriate its representation language used to express generalizations of the examples is for the given task." |
 | | Database Systems for Advanced Applications 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part I by Guoliang Li, Jun Yang, Juggapong Natwichai, Yongxin Tong, Joao Gama, Sonchun Moon 817 Pages, Published 2019 by Springer ISBN-13: 978-3-030-18576-3, ISBN: 3-030-18576-1 "... Dongxu II-121 Han, Jizhong I-36 Hao, Yuwei II-53 He, Fuzhen I-367 He, Liang II-173 He, Xiaofeng II-36 Hou, Yuexian ... Yongxuan II-211 Lan, Michael I-553 Latecki, Longin Jan II-211 Lei, Kai II-139 Lei, Xue II-401 Leung, Ho-fung II-401 Li, ..." |
 | | Database Systems for Advanced Applications 24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part II by Guoliang Li, Jun Yang, Juggapong Natwichai, Yongxin Tong, Joao Gama, Mong Li Lee 785 Pages, Published 2019 by Springer ISBN-13: 978-3-030-18579-4, ISBN: 3-030-18579-6 "An, Baoyi I-292, II-660 Anirban, Shikha II-229 Ao, Xiang II-555 Bai, Mengna I-124 Banerjee, Rohan I-625 Bhowmick, Sourav ... II-401 Cao, Jialun II-70 Cao, Jian II- 764 Cao, Xin I-398 Cao, Zehong I-452 Chang, Jia-Wei II-572 Chao, Li II-156 Chen, ... Stefan I-659 Ding, Donghui II-366 Ding, Zhuoye II-104 Domeniconi, Carlotta I-313 Du, Qing I-419 Du, Yongjie I-19 Du, ... II-748 Gao, Yucen II-748 Gu, Binbin I-676 Gu, Yu II-626 Guo, Chao ..." |
 | | Discovery Science by Joao Gama Paperback ISBN-13: 978-3-642-04748-0, ISBN: 3-642-04748-3 |
 | | Knowledge Discovery from Data Streams by Joao Gama Ebook ISBN-13: , ISBN: |