Modeling Lengthy Behavioral Log Data for Customer Churn Management: A Representation Learning Approach

SSRN Electronic Journal ◽

10.2139/ssrn.3969455 ◽

2021 ◽

Author(s):

Daehwan Ahn ◽

Dokyun Lee ◽

Kartik Hosanagar

Keyword(s):

Representation Learning ◽

Learning Approach ◽

Log Data ◽

Customer Churn ◽

Churn Management

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A node representation learning approach for link prediction in social networks using game theory and K-core decomposition

The European Physical Journal B ◽

10.1140/epjb/e2019-100225-8 ◽

2019 ◽

Vol 92 (10) ◽

Cited By ~ 2

Author(s):

Elaheh Nasiri ◽

Asgarali Bouyer ◽

Esmaeil Nourani

Keyword(s):

Game Theory ◽

Social Networks ◽

Link Prediction ◽

Representation Learning ◽

Learning Approach

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A multi-task representation learning approach for source code

Proceedings of the 1st ACM SIGSOFT International Workshop on Representation Learning for Software Engineering and Program Languages ◽

10.1145/3416506.3423575 ◽

2020 ◽

Author(s):

Deze Wang ◽

Wei Dong ◽

Shanshan Li

Keyword(s):

Source Code ◽

Representation Learning ◽

Learning Approach ◽

Task Representation

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Customer Churn Prediction using App Log Data of a Coalition Loyalty Program

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2021.19.8.107 ◽

2021 ◽

Vol 19 (8) ◽

pp. 107-118

Author(s):

Oh-Hyun Kwon ◽

Dong-Hyun Park ◽

Shin Cho

Keyword(s):

Churn Prediction ◽

Loyalty Program ◽

Log Data ◽

Customer Churn ◽

Customer Churn Prediction

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A Combined Representation Learning Approach for Better Job and Skill Recommendation

Proceedings of the 27th ACM International Conference on Information and Knowledge Management - CIKM '18 ◽

10.1145/3269206.3272023 ◽

2018 ◽

Cited By ~ 10

Author(s):

Vachik S. Dave ◽

Baichuan Zhang ◽

Mohammad Al Hasan ◽

Khalifeh AlJadda ◽

Mohammed Korayem

Keyword(s):

Representation Learning ◽

Learning Approach

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SageDy: A Novel Sampling and Aggregating Based Representation Learning Approach for Dynamic Networks

10.1007/978-3-030-86383-8_1 ◽

2021 ◽

pp. 3-15

Author(s):

Jiaming Wu ◽

Meng Liu ◽

Jiangting Fan ◽

Yong Liu ◽

Meng Han

Keyword(s):

Dynamic Networks ◽

Representation Learning ◽

Learning Approach

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A representation learning approach for recovering scatter‐corrected spectra from Fourier‐transform infrared spectra of tissue samples

Journal of Biophotonics ◽

10.1002/jbio.202000385 ◽

2020 ◽

Author(s):

Arne P. Raulf ◽

Joshua Butke ◽

Lukas Menzen ◽

Claus Küpper ◽

Frederik Großerueschkamp ◽

...

Keyword(s):

Fourier Transform ◽

Infrared Spectra ◽

Fourier Transform Infrared ◽

Representation Learning ◽

Learning Approach ◽

Tissue Samples ◽

Fourier Transform Infrared Spectra

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Machine Learning Approach to Model Rock Strength: Prediction and Variable Selection with Aid of Log Data

Rock Mechanics and Rock Engineering ◽

10.1007/s00603-020-02184-2 ◽

2020 ◽

Vol 53 (10) ◽

pp. 4691-4715 ◽

Cited By ~ 1

Author(s):

Mohammad Islam Miah ◽

Salim Ahmed ◽

Sohrab Zendehboudi ◽

Stephen Butt

Keyword(s):

Machine Learning ◽

Variable Selection ◽

Rock Strength ◽

Strength Prediction ◽

Learning Approach ◽

Log Data ◽

Machine Learning Approach

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Automatic Identification of Formation Iithology from Well Log Data: A Machine Learning Approach

Journal of Petroleum Science Research ◽

10.14355/jpsr.2014.0302.04 ◽

2014 ◽

Vol 3 (2) ◽

pp. 73 ◽

Cited By ~ 13

Author(s):

Seyyed Mohsen Salehi ◽

Bizhan Honarvar

Keyword(s):

Machine Learning ◽

Automatic Identification ◽

Learning Approach ◽

Well Log ◽

Log Data ◽

Machine Learning Approach

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An Extended Knowledge Representation Learning Approach for Context-Based Traceability Link Recovery: Extended Abstract

2020 IEEE Seventh International Workshop on Artificial Intelligence for Requirements Engineering (AIRE) ◽

10.1109/aire51212.2020.00010 ◽

2020 ◽

Author(s):

Guoshuai Zhao ◽

Tong Li ◽

Zhen Yang

Keyword(s):

Knowledge Representation ◽

Representation Learning ◽

Learning Approach ◽

Traceability Link

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Log data-driven model and feature ranking for water saturation prediction using machine learning approach

Journal of Petroleum Science and Engineering ◽

10.1016/j.petrol.2020.107291 ◽

2020 ◽

Vol 194 ◽

pp. 107291 ◽

Cited By ~ 4

Author(s):

Mohammad Islam Miah ◽

Sohrab Zendehboudi ◽

Salim Ahmed

Keyword(s):

Machine Learning ◽

Water Saturation ◽

Data Driven ◽

Feature Ranking ◽

Learning Approach ◽

Log Data ◽

Machine Learning Approach

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