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Published by LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203855030 ISBN 13: 9786203855036
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Published by Springer Nature Switzerland AG, Cham, 2025
ISBN 10: 9819667909 ISBN 13: 9789819667901
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Hardcover. Condition: new. Hardcover. This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-world applications, and involves discovering all user interest-based patterns that may exist in a database. Several models and numerous algorithms were described in the literature to find these patterns in binary databases, quantitative databases, uncertain databases, and streams. Since the lack of a Python toolkit containing these algorithms has limited the wide adaptability of pattern-mining techniques, the author developed Pattern Mining (PAMI) Python library, which currently contains 80+ algorithms to discover useful patterns in transactional databases, temporal databases, quantitative databases, and graphs.The book consists of three main parts: Introduction: The first chapter introduces big data, types of learning techniques, and the importance of pattern mining. The second chapter introduces the PAMI library, its organizational structure, installation, and usage. Pattern mining algorithms and examples: The following chapters present the state-of-the-art techniques for discovering user interest-based patterns in (1) transactional databases, (2) temporal databases, (3) quantitative databases, (4) uncertain databases, (5) sequential databases, and (6) graphs. Applications: The book concludes with several applications, where the predicted knowledge using TensorFlow and PyTorch was transformed into a database to discover future trends or patterns. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Language: English
Published by Springer-Nature New York Inc, 2025
ISBN 10: 9819667909 ISBN 13: 9789819667901
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Published by Springer International Publishing AG, Cham, 2022
ISBN 10: 3031112164 ISBN 13: 9783031112164
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Paperback. Condition: new. Paperback. This volume constitutes the papers of several workshops which were held in conjunction with the 27th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held as virtual event in April 2022.The 30 revised full papers presented in this book were carefully reviewed and selected from 65 submissions. DASFAA 2022 presents the following five workshops: First workshop on Pattern mining and Machine learning in Big complex Databases (PMBD 2021) 6th International Workshop on Graph Data Management and Analysis (GDMA 2022) First International Workshop on Blockchain Technologies (IWBT2022) 8th International Workshop on Big Data Management and Service (BDMS 2022) First workshop on Managing Air Quality Through Data Science 7th International Workshop on Big Data Quality Management (BDQM 2022). Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Language: English
Published by Springer Nature Switzerland AG, Cham, 2025
ISBN 10: 9819667909 ISBN 13: 9789819667901
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Hardcover. Condition: new. Hardcover. This book introduces pattern mining by presenting various pattern mining techniques and giving hands-on experience with each technique. Pattern mining is a popular data mining technique with many real-world applications, and involves discovering all user interest-based patterns that may exist in a database. Several models and numerous algorithms were described in the literature to find these patterns in binary databases, quantitative databases, uncertain databases, and streams. Since the lack of a Python toolkit containing these algorithms has limited the wide adaptability of pattern-mining techniques, the author developed Pattern Mining (PAMI) Python library, which currently contains 80+ algorithms to discover useful patterns in transactional databases, temporal databases, quantitative databases, and graphs.The book consists of three main parts: Introduction: The first chapter introduces big data, types of learning techniques, and the importance of pattern mining. The second chapter introduces the PAMI library, its organizational structure, installation, and usage. Pattern mining algorithms and examples: The following chapters present the state-of-the-art techniques for discovering user interest-based patterns in (1) transactional databases, (2) temporal databases, (3) quantitative databases, (4) uncertain databases, (5) sequential databases, and (6) graphs. Applications: The book concludes with several applications, where the predicted knowledge using TensorFlow and PyTorch was transformed into a database to discover future trends or patterns. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
Language: English
Published by LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6204184229 ISBN 13: 9786204184227
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Taschenbuch. Condition: Neu. Intelligent Energy Source Classifier NILM method in Machine Learning | ALGORITHMIC DATA EXTRACTION | Elemasetty Uday Kiran (u. a.) | Taschenbuch | Englisch | 2021 | LAP LAMBERT Academic Publishing | EAN 9786204184227 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Published by LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203574171 ISBN 13: 9786203574173
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Taschenbuch. Condition: Neu. Security Control and Design of Electric Vehicles With PWM Access | Modernization of scrap vehicles into elcectric cars | Uday Kiran Elemasetty | Taschenbuch | Englisch | 2021 | LAP LAMBERT Academic Publishing | EAN 9786203574173 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
Language: English
Published by Springer-Nature New York Inc, 2023
ISBN 10: 3031240936 ISBN 13: 9783031240935
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Published by LAP LAMBERT Academic Publishing, 2021
ISBN 10: 6203855030 ISBN 13: 9786203855036
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Taschenbuch. Condition: Neu. OPERATIONAL AND CONTROL OF TRIKE VEHICLE BASED ON PHYSICS LAWS | GRAVITY SUPERINTENDENCE | Uday Kiran Elemasetty | Taschenbuch | Englisch | 2021 | LAP LAMBERT Academic Publishing | EAN 9786203855036 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
Language: Spanish
Published by Ediciones Nuestro Conocimiento, 2021
ISBN 10: 6204046683 ISBN 13: 9786204046686
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Published by Ediciones Nuestro Conocimiento, 2021
ISBN 10: 620402146X ISBN 13: 9786204021461
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Published by Ediciones Nuestro Conocimiento, 2021
ISBN 10: 6203683183 ISBN 13: 9786203683189
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Published by LAP LAMBERT Academic Publishing, 2022
ISBN 10: 6204743627 ISBN 13: 9786204743622
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Taschenbuch. Condition: Neu. Friction Stir Welding of Aluminium Alloy | Grade: AA6082 & AA2014 | Mudavath Uday Kiran (u. a.) | Taschenbuch | Englisch | 2022 | LAP LAMBERT Academic Publishing | EAN 9786204743622 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
Language: Spanish
Published by Ediciones Nuestro Conocimiento, 2023
ISBN 10: 6205935252 ISBN 13: 9786205935255
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