Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 52)

H-INDEX

(FIVE YEARS 2)

Published By Springer International Publishing

9783030438227, 9783030438234

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_49 ◽

2020 ◽

pp. 622-630 ◽

Cited By ~ 1

Author(s):

Afshin Sadeghi ◽

Jens Lehmann

Keyword(s):

Medical Research ◽

Knowledge Graph ◽

Graph Embeddings ◽

Research Results

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Multimodal Deep Networks for Text and Image-Based Document Classification

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_35 ◽

2020 ◽

pp. 427-443 ◽

Cited By ~ 2

Author(s):

Nicolas Audebert ◽

Catherine Herold ◽

Kuider Slimani ◽

Cédric Vidal

Keyword(s):

Document Classification ◽

Text And Image ◽

Deep Networks

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SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract)

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_9 ◽

2020 ◽

pp. 102-110

Author(s):

Yann Dauxais ◽

Clément Gautrais ◽

Anton Dries ◽

Arcchit Jain ◽

Samuel Kolb ◽

...

Keyword(s):

Data Models

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Improving Access to Science for Social Good

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_52 ◽

2020 ◽

pp. 658-673

Author(s):

Mehdi Ali ◽

Sahar Vahdati ◽

Shruti Singh ◽

Sourish Dasgupta ◽

Jens Lehmann

Keyword(s):

Social Good

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Transferring Clinical Prediction Models Across Hospitals and Electronic Health Record Systems

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_48 ◽

2020 ◽

pp. 605-621

Author(s):

Alicia Curth ◽

Patrick Thoral ◽

Wilco van den Wildenberg ◽

Peter Bijlstra ◽

Daan de Bruin ◽

...

Keyword(s):

Electronic Health Record ◽

Prediction Models ◽

Health Record ◽

Clinical Prediction ◽

Clinical Prediction Models ◽

Electronic Health

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HyperUCB: Hyperparameter Optimization Using Contextual Bandits

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_4 ◽

2020 ◽

pp. 44-50 ◽

Cited By ~ 1

Author(s):

Maryam Tavakol ◽

Sebastian Mair ◽

Katharina Morik

Keyword(s):

Hyperparameter Optimization

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MHDNE: Network Embedding Based on Multivariate Hawkes Process

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_34 ◽

2020 ◽

pp. 409-421

Author(s):

Ying Yin ◽

Jianpeng Zhang ◽

Yulong Pei ◽

Xiaotao Cheng ◽

Lixin Ji

Keyword(s):

Hawkes Process ◽

Network Embedding

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Global Explanations with Local Scoring

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_14 ◽

2020 ◽

pp. 159-171

Author(s):

Mattia Setzu ◽

Riccardo Guidotti ◽

Anna Monreale ◽

Franco Turini

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Effect of Superpixel Aggregation on Explanations in LIME – A Case Study with Biological Data

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_13 ◽

2020 ◽

pp. 147-158

Author(s):

Ludwig Schallner ◽

Johannes Rabold ◽

Oliver Scholz ◽

Ute Schmid

Keyword(s):

Biological Data

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Decentralized Learning with Budgeted Network Load Using Gaussian Copulas and Classifier Ensembles

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science ◽

10.1007/978-3-030-43823-4_26 ◽

2020 ◽

pp. 301-316

Author(s):

John Klein ◽

Mahmoud Albardan ◽

Benjamin Guedj ◽

Olivier Colot

Keyword(s):

Classifier Ensembles ◽

Network Load ◽

Decentralized Learning

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Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter

Multimodal Deep Networks for Text and Image-Based Document Classification

SynthLog: A Language for Synthesising Inductive Data Models (Extended Abstract)

Improving Access to Science for Social Good

Transferring Clinical Prediction Models Across Hospitals and Electronic Health Record Systems

HyperUCB: Hyperparameter Optimization Using Contextual Bandits

MHDNE: Network Embedding Based on Multivariate Hawkes Process

Global Explanations with Local Scoring

Effect of Superpixel Aggregation on Explanations in LIME – A Case Study with Biological Data

Decentralized Learning with Budgeted Network Load Using Gaussian Copulas and Classifier Ensembles

Machine Learning and Knowledge Discovery in Databases - Communications in Computer and Information Science
Latest Publications