Data Science in
Business, Finance
& Industry
Conferences
2019
DSBFI 2019

 

An Outer–Inner Linearization Method for Nonconvex and Nondifferentiable Composite Statistical Learning Problems

                Minh Pham; Xiaodong Lin; Andrzej Ruszczyński

 

Wearable Sensor Data Based Human Activity Recognition Using Machine Learning: A New Approach

                H. D. Nguyen; K. P. Tran; X. Zeng; L. Koehl; G. Tartare

 

Anomaly Detection by Time Series Motif Discovery for Vietnamese Customs

                Dong Van Hoang; Quang Anh Ngoc Pham; Nam Thanh Vu; Ngoc Anh Thi Nguyen

 

Bootstrap Confidence Interval for Regression Coefficients of PCR

                Jieun Kim; Seohoon Jin

 

Modelling the Relationship between the CSR Investment and the Financial Performance of Capital Constrained Firms

                Dinh Anh Phan; Thi Le Hoa Vo; Anh Ngoc Lai

 

Importance of Basic Attributes in Innovation Environment - Efficiency Analysis in the EU28

                Viktor Prokop; Jan Stejskal; Petr Hájek; Michaela Stříteská

 

Predicting Win-Loss of League of Legends at the Start of the Game Using Machine Learning Techniques

                Cheolgi Kim; Soowon Lee

 

One-Sided Run Rules Control Charts for Coefficient of Variation with Measurement Errors

                P. H. Tran; C. Heuchenne; H. D. Nguyen

 

Prediction of KOSPI Fluctuation Based on S&P500 Index Using a Neural Network Model

                Taeseung Kim; Soowon Lee

 

Forecasting Crude Oil Price Based on Mutual Information Technique and ANFIS Trained by Biogeography-Based Optimization (BBO) Algorithm

                Quang Hung Do; Duc Son Nguyen; Thanh Hang Thi Doan; Thu Ha Thi Vu

 

Modeling Color Fading Ozonation of Dyed Textile Using Artificial Intelligence

                Zhenglei He; Kim-Phuc Tran; Sébastien Thomassey; Xianyi Zeng; Changhai Yi

 

Integrating Sentiment Analysis in Recommender Systems

                Thanh Hung Bui

 

Modelling Innovation Paths of European Firms Using Fuzzy Balanced Scorecard

                Petr Hájek; Jan Stejskal; Michaela Stříteská; Viktor Prokop

 

Comparison Activation Function of Deep Neural Network for Class Recognition Classification of the Elderly

                Dong Su Lee; Youn Su Kim; In Hong Chang

 

Industrial Internet of Things, Big Data, and Artificial Intelligence in the Smart Factory: A Survey and Perspective

                H. D. Nguyen; K. P. Tran; X. Zeng; L. Koehl; P. Castagliola; P. Bruniaux

 

Proposal of Feature Matching Technique Using Similarity Features Filtering for Image Alignment

                Thanh Trung Nguyen; Hong Anh Thi Pham; Toan Van Pham; Thanh Minh Ta; An Van Tran

 

Dartboard-Shaped Spatial Segmentation: Depicting Distribution of Geo-Tweets and Defining Urban Boundaries

                Jaehee Cho; Euiyoung Baik

 

Extract Features Using Gaussian Filter and Its Application for Improvement of an Accuracy of the Epileptic Detection Using SVM

                Ha Manh Hoang; Quang Tung Ha Hoang; Ngoc Giau Ho

 

Extended Sentence Similarity Based on Word Relations for Document Summarization

                Heechan Kim; Soowon Lee

 

Conceptual Design of Incremental Matrix Consolidation Operation for Recommendation Systems

                Nam D. Vo; Hoang Long Nguyen; Gen Li; Jason J. Jung; David Camacho

 

Real-Time Production Monitoring Approach for Smart Manufacturing with Artificial Intelligence Techniques

                Q. T. Nguyen; H. D. Nguyen; K. P. Tran; P. Castagliola; E. Frénod

 

Prediction of English Premier League Game Results by Using Deep Learning Techniques

                Jaehyun Yi; Soowon Lee

 

Link Prediction in Graph Stream by Distributed Computation Approach

                Khanh-Duy Le-Trinh; Anh-Thu Nguyen-Thi; Tu-Anh Nguyen-Hoang

 

Goodness-Of-Fit Tests for the Component Lifetimes Distribution Based on the System Failure Data with Known Signature

                Ping Shing Chan; Yaoxi Zhong; Gaofeng Da

 

Crowdsourcing System for Measuring Cognitive Similarity in Recommendation System

                Luong Vuong Nguyen; O-Joun Lee; Hoang Long Nguyen; Sojung An; Jason J. Jung; Yue-Shan Chang

 

Prediction of Fine Dust (PM2.5) Concentration Based on RBF Kernel SVM

                Deukwoo Lee; Soowon Lee