Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 41)

H-INDEX

(FIVE YEARS 1)

Published By Springer International Publishing

9783030676698, 9783030676704

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Stop the Clock: Are Timeout Effects Real?

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_31 ◽

2021 ◽

pp. 507-523

Author(s):

Niander Assis ◽

Renato Assunção ◽

Pedro O. S. Vaz-de-Melo

Model Bridging: Connection Between Simulation Model and Neural Network

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_24 ◽

2021 ◽

pp. 389-405

Author(s):

Keiichi Kisamori ◽

Keisuke Yamazaki ◽

Yuto Komori ◽

Hiroshi Tokieda

Keyword(s):

Neural Network ◽

Simulation Model

Improved Identification of Imbalanced Multiple Annotation Intent Labels with a Hybrid BLSTM and CNN Model and Hybrid Loss Function

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_22 ◽

2021 ◽

pp. 355-368

Author(s):

Supawit Vatathanavaro ◽

Kitsuchart Pasupa ◽

Sorratat Sirirattanajakarin ◽

Boontawee Suntisrivaraporn

Keyword(s):

Loss Function

PS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_5 ◽

2021 ◽

pp. 68-84

Author(s):

Ricky Maulana Fajri ◽

Samaneh Khoshrou ◽

Robert Peharz ◽

Mykola Pechenizkiy

Keyword(s):

Active Learning ◽

Batch Mode ◽

Text Data

Explaining End-to-End ECG Automated Diagnosis Using Contextual Features

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_13 ◽

2021 ◽

pp. 204-219

Author(s):

Derick M. Oliveira ◽

Antônio H. Ribeiro ◽

João A. O. Pedrosa ◽

Gabriela M. M. Paixão ◽

Antonio Luiz P. Ribeiro ◽

...

Keyword(s):

Automated Diagnosis ◽

Contextual Features ◽

End To End

Reconstructing the Past: Applying Deep Learning to Reconstruct Pottery from Thousands Shards

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_3 ◽

2021 ◽

pp. 36-51

Author(s):

Keeyoung Kim ◽

JinSeok Hong ◽

Sang-Hoon Rhee ◽

Simon S. Woo

Keyword(s):

Deep Learning ◽

The Past

A Deep Reinforcement Learning Framework for Optimal Trade Execution

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_14 ◽

2021 ◽

pp. 223-240

Author(s):

Siyu Lin ◽

Peter A. Beling

Keyword(s):

Reinforcement Learning ◽

Learning Framework ◽

Optimal Trade Execution

Deep Reinforcement Learning (DRL) for Portfolio Allocation

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_32 ◽

2021 ◽

pp. 527-531

Author(s):

Eric Benhamou ◽

David Saltiel ◽

Jean Jacques Ohana ◽

Jamal Atif ◽

Rida Laraki

Keyword(s):

Reinforcement Learning ◽

Portfolio Allocation

Instructional Video Summarization Using Attentive Knowledge Grounding

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_40 ◽

2021 ◽

pp. 565-569

Author(s):

Kyungho Kim ◽

Kyungjae Lee ◽

Seung-won Hwang

Keyword(s):

Video Summarization ◽

Instructional Video

Spatial Community-Informed Evolving Graphs for Demand Prediction

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science ◽

10.1007/978-3-030-67670-4_27 ◽

2021 ◽

pp. 440-456

Author(s):

Qianru Wang ◽

Bin Guo ◽

Yi Ouyang ◽

Kai Shu ◽

Zhiwen Yu ◽

...

Keyword(s):

Evolving Graphs ◽

Demand Prediction

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Stop the Clock: Are Timeout Effects Real?

Model Bridging: Connection Between Simulation Model and Neural Network

Improved Identification of Imbalanced Multiple Annotation Intent Labels with a Hybrid BLSTM and CNN Model and Hybrid Loss Function

PS3: Partition-Based Skew-Specialized Sampling for Batch Mode Active Learning in Imbalanced Text Data

Explaining End-to-End ECG Automated Diagnosis Using Contextual Features

Reconstructing the Past: Applying Deep Learning to Reconstruct Pottery from Thousands Shards

A Deep Reinforcement Learning Framework for Optimal Trade Execution

Deep Reinforcement Learning (DRL) for Portfolio Allocation

Instructional Video Summarization Using Attentive Knowledge Grounding

Spatial Community-Informed Evolving Graphs for Demand Prediction

Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - Lecture Notes in Computer Science
Latest Publications