Advances in Knowledge Discovery and Data Mining
19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II
Page
%P
-
Article
Extraction of Temporal Information from Clinical Narratives
The existence of massive quantity of clinical text in electronic medical records (EMRs) has created significant demand for clinical text processing and information extraction in the field of health care and me...
-
Chapter and Conference Paper
Learning Treatment Regimens from Electronic Medical Records
Appropriate treatment regimens play a vital role in improving patient health status. Although some achievements have been made, few of the recent studies of learning treatment regimens have exploited different...
-
Article
Accelerated parallel and distributed algorithm using limited internal memory for nonnegative matrix factorization
Nonnegative matrix factorization (NMF) is a powerful technique for dimension reduction, extracting latent factors and learning part-based representation. For large datasets, NMF performance depends on some maj...
-
Article
Accelerated anti-lopsided algorithm for nonnegative least squares
Nonnegative least squares (NNLS) problem has been widely used in scientific computation and data modeling, especially for low-rank representation such as nonnegative matrix and tensor factorization. When appli...
-
Chapter and Conference Paper
Extraction of Temporal Events from Clinical Text Using Semi-supervised Conditional Random Fields
The huge amount of clinical text in Electronic Medical Records (EMRs) has opened a stage for text processing and information extraction for healthcare and medical research. Extracting temporal information in c...
-
Chapter and Conference Paper
Sequence-Based Measure for Assessing Drug-Side Effect Causal Relation from Electronic Medical Records
The recent prevalence of electronic medical records offers a new way to identify likely drug-side effect causal relations. However, it faces with a big challenge due to simultaneously taking multiple drugs by ...
-
Article
Introduction: special issue of selected papers from ACML 2014
-
Chapter and Conference Paper
Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm
Nonnegative matrix factorization (NMF) is a linear powerful dimension reduction and has various important applications. However, existing models remain the limitations in the terms of interpretability, guarant...
-
Chapter and Conference Paper
Mixture of Language Models Utilization in Score-Based Sentiment Classification on Clinical Narratives
Sentiment classification on clinical narratives has been a groundwork to analyze patient’s health status, medical condition and treatment. The work posed challenges due to the shortness, and implicit sentiment...
-
Article
Blended learning model on hands-on approach for in-service secondary school teachers: Combination of E-learning and face-to-face discussion
The purpose of this study was to examine the effectiveness of a blended learning model on hands-on approach for in-service secondary school teachers using a quasi-experimental design. A 24-h teacher-training c...
-
Chapter and Conference Paper
Abbreviation Identification in Clinical Notes with Level-wise Feature Engineering and Supervised Learning
Nowadays, electronic medical records get more popular and significant in medical, biomedical, and healthcare research activities. Their popularity and significance lead to a growing need for sharing and utili...
-
Article
Vietnamese treebank construction and entropy-based error detection
Treebanks, especially the Penn treebank for natural language processing (NLP) in English, play an essential role in both research into and the application of NLP. However, many languages still lack treebanks a...
-
Article
Introduction: special issue of selected papers of ACML 2013
-
Article
Open AccessA semi–supervised tensor regression model for siRNA efficacy prediction
Short interfering RNAs (siRNAs) can knockdown target genes and thus have an immense impact on biology and pharmacy research. The key question of which siRNAs have high knockdown ability in siRNA research remai...
-
Book and Conference Proceedings
-
Book and Conference Proceedings
Advances in Knowledge Discovery and Data Mining
19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
-
Book and Conference Proceedings
Trends and Applications in Knowledge Discovery and Data Mining
PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers
-
Article
Open AccessA nucleosomal approach to inferring causal relationships of histone modifications
Histone proteins are subject to various posttranslational modifications (PTMs). Elucidating their functional relationships is crucial toward understanding many biological processes. Bayesian network (BN)-based...
-
Book and Conference Proceedings
Advances in Knowledge Discovery and Data Mining
18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I
-
Book and Conference Proceedings
Advances in Knowledge Discovery and Data Mining
18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II
