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Author : Ioanna Miliou
Publisher : Springer Nature
Page : 286 pages
File Size : 50,8 Mb
Release : 2024-05-20
Category : Electronic
ISBN : 9783031585531
Author : Ioanna Miliou,Nico Piatkowski,Panagiotis Papapetrou
Publisher : Springer
Page : 0 pages
File Size : 49,9 Mb
Release : 2024-05-17
Category : Computers
ISBN : 3031585461
The two volume set LNCS 14641 and 14642 constitutes the proceedings of the 22nd International Symposium on Intelligent Data Analysis, IDA 2024, which was held in Stockholm, Sweden, during April 24-26, 2024. The 40 full and 3 short papers included in the proceedings were carefully reviewed and selected from 94 submissions. IDA is an international symposium presenting advances in the intelligent analysis of data. Distinguishing characteristics of IDA are its focus on novel, inspiring ideas, its focus on research, and its relatively small scale.
Author : Bruno Crémilleux,Sibylle Hess,Siegfried Nijssen
Publisher : Springer Nature
Page : 514 pages
File Size : 45,9 Mb
Release : 2023-03-31
Category : Computers
ISBN : 9783031300479
This book constitutes the proceedings of the 21st International Symposium on Intelligent Data Analysis, IDA 2022, which was held in Louvain-la-Neuve, Belgium, during April 12-14, 2023. The 38 papers included in this book were carefully reviewed and selected from 91 submissions. IDA is an international symposium presenting advances in the intelligent analysis of data. Distinguishing characteristics of IDA are its focus on novel, inspiring ideas, its focus on research, and its relatively small scale.
Author : Ioanna Miliou,Nico Piatkowski,Panagiotis Papapetrou
Publisher : Springer
Page : 0 pages
File Size : 45,5 Mb
Release : 2024-05-17
Category : Computers
ISBN : 3031585550
The two volume set LNCS 14641 and 14642 constitutes the proceedings of the 22nd International Symposium on Intelligent Data Analysis, IDA 2024, which was held in Stockholm, Sweden, during April 24-26, 2024. The 40 full and 3 short papers included in the proceedings were carefully reviewed and selected from 94 submissions. IDA is an international symposium presenting advances in the intelligent analysis of data. Distinguishing characteristics of IDA are its focus on novel, inspiring ideas, its focus on research, and its relatively small scale.
Author : Ioanna Miliou
Publisher : Springer Nature
Page : 278 pages
File Size : 42,8 Mb
Release : 2024-05-20
Category : Electronic
ISBN : 9783031585470
Author : Tassadit Bouadi,Elisa Fromont,Eyke Hüllermeier
Publisher : Springer Nature
Page : 418 pages
File Size : 53,7 Mb
Release : 2022-04-06
Category : Computers
ISBN : 9783031013331
This book constitutes the proceedings of the 20th International Symposium on Intelligent Data Analysis, IDA 2022, which was held in Rennes, France, during April 20-22, 2022. The 31 papers included in this book were carefully reviewed and selected from 73 submissions. They deal with high quality, novel research in intelligent data analysis.
Author : Michael R. Berthold,David J Hand
Publisher : Springer
Page : 515 pages
File Size : 48,5 Mb
Release : 2007-06-07
Category : Computers
ISBN : 9783540486251
This second and revised edition contains a detailed introduction to the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues. The following chapters concentrate on machine learning and artificial intelligence, rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on visualization and an advanced overview of IDA processes.
Author : Michael R. Berthold,Ad Feelders,Georg Krempl
Publisher : Springer Nature
Page : 601 pages
File Size : 42,8 Mb
Release : 2020-04-22
Category : Computers
ISBN : 9783030445843
This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020. The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over performance: a solid motivation can be as convincing as exhaustive empirical evaluation.
Author : Niall M. Adams,Céline Robardet,Arno Siebes,Jean-Francois Boulicaut
Publisher : Springer Science & Business Media
Page : 429 pages
File Size : 44,5 Mb
Release : 2009-08-17
Category : Computers
ISBN : 9783642039140
This book constitutes the refereed proceedings of the 8th International Conference on Intelligent Data Analysis, IDA 2009, held in Lyon, France, August 31 – September 2, 2009. The 33 revised papers, 18 full oral presentations and 15 poster and short oral presentations, presented were carefully reviewed and selected from almost 80 submissions. All current aspects of this interdisciplinary field are addressed; for example interactive tools to guide and support data analysis in complex scenarios, increasing availability of automatically collected data, tools that intelligently support and assist human analysts, how to control clustering results and isotonic classification trees. In general the areas covered include statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.
Author : Michael R. Berthold,John Shawe-Taylor
Publisher : Springer Science & Business Media
Page : 393 pages
File Size : 51,7 Mb
Release : 2007-08-28
Category : Business & Economics
ISBN : 9783540748243
This book constitutes the refereed proceedings of the 7th International Conference on Intelligent Data Analysis, IDA 2007, held in Ljubljana, Slovenia. The 33 revised papers were carefully reviewed and selected from almost 100 submissions. The book covers all current aspects of this interdisciplinary field, including statistics, machine learning, data mining, classification and pattern recognition, clustering, applications, modeling, and interactive dynamic data visualization.
Author : Elisa Fromont,Tijl De Bie,Matthijs van Leeuwen
Publisher : Springer
Page : 346 pages
File Size : 49,5 Mb
Release : 2015-10-12
Category : Computers
ISBN : 9783319244655
This book constitutes the refereed conference proceedings of the 14th International Conference on Intelligent Data Analysis, which was held in October 2015 in Saint Étienne. France. The 29 revised full papers were carefully reviewed and selected from 65 submissions. The traditional focus of the IDA symposium series is on end-to-end intelligent support for data analysis. The symposium aims to provide a forum for inspiring research contributions that might be considered preliminary in other leading conferences and journals, but that have a potentially dramatic impact. To facilitate this, IDA 2015 will feature two tracks: a regular "Proceedings" track, as well as a "Horizon" track for early-stage research of potentially ground-breaking nature.
Author : Jeng-Shyang Pan,Valentina Emilia Balas,Chien-Ming Chen
Publisher : Springer Nature
Page : 379 pages
File Size : 50,7 Mb
Release : 2021-11-25
Category : Technology & Engineering
ISBN : 9789811650369
This book constitutes the Proceeding of the Sixth International Conference on Intelligent Data Analysis and Applications, October 15–18, 2019, Arad, Romania. This edition is technically co-sponsored by “Aurel Vlaicu” University of Arad, Romania, Southwest Jiaotong University, Fujian University of Technology, Chang’an University, Shandong University of Science and Technology, Fujian Provincial Key Lab of Big Data Mining and Applications, and National Demonstration Center for Experimental Electronic Information and Electrical Technology Education (Fujian University of Technology), China, Romanian Academy, and General Association of Engineers in Romania - Arad Section. The book covers a range of topics: Machine Learning, Intelligent Control, Pattern Recognition, Computational Intelligence, Signal Analysis, Modeling and Visualization, Multimedia Sensing and Sensory Systems, Signal control, Imaging and Processing, Information System Security, Cryptography and Cryptanalysis, Databases and Data Mining, Information Hiding, Cloud Computing, Information Retrieval and Integration, Robotics, Control, Agents, Command, Control, Communication and Computers (C4), Swarming Technology, Sensor Technology, Smart cities. The book offers a timely, board snapshot of new development including trends and challenges that are yielding recent research directions in different areas of intelligent data analysis and applications. The book provides useful information to professors, researchers, and graduated students in area of intelligent data analysis and applications.
Author : Michael R. Berthold,Hans-Joachim Lenz,Elizabeth Bradley,Rudolf Kruse,Christian Borgelt
Publisher : Springer
Page : 632 pages
File Size : 43,8 Mb
Release : 2011-03-16
Category : Computers
ISBN : 9783540452317
We are glad to present the proceedings of the 5th biennial conference in the Intelligent Data Analysis series. The conference took place in Berlin, Germany, August 28–30, 2003. IDA has by now clearly grown up. Started as a small si- symposium of a larger conference in 1995 in Baden-Baden (Germany) it quickly attractedmoreinterest(bothsubmission-andattendance-wise),andmovedfrom London (1997) to Amsterdam (1999), and two years ago to Lisbon. Submission ratesalongwiththeeverimprovingqualityofpapershaveenabledtheor- nizers to assemble increasingly consistent and high-quality programs. This year we were again overwhelmed by yet another record-breaking submission rate of 180 papers. At the Program Chairs meeting we were – based on roughly 500 reviews – in the lucky position of carefully selecting 17 papers for oral and 42 for poster presentation. Poster presenters were given the opportunity to summarize their papers in 3-minute spotlight presentations. The oral, spotlight and poster presentations were then scheduled in a single-track, 2. 5-day conference program, summarized in this book. In accordance with the goal of IDA, “to bring together researchers from diverse disciplines,” we achieved a nice balance of presentations from the more theoreticalside(bothstatisticsandcomputerscience)aswellasmoreapplicati- oriented areas that illustrate how these techniques can be used in practice. Work presented in these proceedings ranges from theoretical contributions dealing, for example, with data cleaning and compression all the way to papers addressing practical problems in the areas of text classi?cation and sales-rate predictions. A considerable number of papers also center around the currently so popular applications in bioinformatics.
Author : A. Fazel Famili,Joost N. Kok,José M. Pena,Arno Siebes,Ad Feelders
Publisher : Springer
Page : 534 pages
File Size : 55,6 Mb
Release : 2005-08-25
Category : Computers
ISBN : 9783540319269
One of the superb characteristics of Intelligent Data Analysis (IDA) is that it is an interdisciplinary ?eld in which researchers and practitioners from a number of areas are involved in a typical project. This also creates a challenge in which the success of a team depends on the participation of users and domain experts who need to interact with researchers and developers of any IDA system. All this is usually re?ected in successful projects and of course on the papers that were evaluated by this year’s program committee from which the ?nal program has been developed. In our call for papers, we solicited papers on (i) applications and tools, (ii) theory and general principles, and (iii) algorithms and techniques. We received a total of 184 papers, reviewing these was a major challenge. Each paper was assigned to three reviewers. In the end 46 papers were accepted, which are all included in the proceedings and presented at the conference. This year’s papers re?ect the results of applied and theoretical researchfrom a number of disciplines all of which are related to the ?eld of Intelligent Data Analysis. To have the best combination of theoretical and applied research and also provide the best focus, we have divided this year’s IDA program into tu- rials, invited talks, panel discussions and technical sessions.
Author : Frank Hoffmann,David Hand,Niall M. Adams
Publisher : Unknown
Page : 402 pages
File Size : 42,6 Mb
Release : 2014-01-15
Category : Electronic
ISBN : 3662211602