Data Mining Competition Practices: Methods and Cases

Name: Data Mining Competition Practices: Methods and Cases
Brand: Springer
SKU: 9789819534456
Price: 4404.0 INR
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by Kele Xu

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ISBN13: 9789819534456
Binding: Paperback
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: February 24, 2026
Pages: 243
Original Price: EUR 59.94
Language: English
Edition: N/A
Item Weight: 450 grams
BISAC Subject(s): Database Administration & Management

About The Book

Chapter 1: Introduction to Data Mining Competitions.- Chapter 2: Structured Data: Theoretical Part.- Chapter 3: Structured Data: Practical Part.- Chapter 4: Natural Language Processing: Theoretical Part.- Chapter 5: Natural Language Processing: Practical Part.- Chapter 6: Computer Vision (Image): Theoretical Part.- Chapter 7: Computer Vision (Image): Practical Part.- Chapter 8: Computer Vision (Video): Theoretical Part.- Chapter 9: Computer Vision (Video): Practical Part.- Chapter 10: Reinforcement Learning: Theoretical Part.- Chapter 11: Reinforcement Learning: Practical Part.

About The Author

Kele Xu has received the Ph.D. degree from Université Pierre et Marie CURIE, Paris, France, worked with Prof. Bruce Denby and Prof. Gerard Dreyfus (IEEE Fellow). His current research interests include Multimodal Machine Learning and Software Engineering. He is also interested in the applications of machine learning for audio signal processing, speech processing. During his part-time, he is a competition-driven researcher. He has won many data mining / machine learning competitions during the past years, including ACM KDD Cup, Kaggle, Tianchi and CCF BDCI (CCF Big Data Computing Intelligence Contest). He is also a Kaggle Grandmaster.

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