Most Downloaded Papers (2017 ~ 2019)


Analysis on Dynamic Software Defects for Increasing Weapon System Reliability
Jihyun Park, Byoungju Choi
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 249-258, Jul. 2018
10.3745/KTSDE.2018.7.7.249
Keywords: Dynamic Software Defects, Defense Weapon Systems, Open Source Software

File Database and Search Algorithm for Efficient Search of Car Number
Sim Chul Jun, Yoo Sang Hyun, Kim Won Il
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 391-396, Oct. 2019
https://doi.org/10.3745/KTSDE.2019.8.10.391
Keywords: image processing, Search Algorithm, File Database

An Analysis of Effects of Emergency Fine Dust Reduction Measures and National Petition Using Regression Analysis and Text Mining
Annie Kim, So-Hee Jeong, Hyun-Bin Choi, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 427-434, Nov. 2018
10.3745/KTSDE.2018.7.11.427
Keywords: Fine Dust, Transportation, Regression, Text Mining, topic modeling

Camera Model Identification Based on Deep Learning
Soo Hyeon Lee, Dong Hyun Kim, Hae-Yeoun Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 411-420, Oct. 2019
https://doi.org/10.3745/KTSDE.2019.8.10.411
Keywords: Deep Learning, Camera Model Identification, Convolutional Neural Network, High Pass Filter, Gray Level Co-Occurrence Matrix

A Node2Vec-Based Gene Expression Image Representation Method for Effectively Predicting Cancer Prognosis
Jonghwan Choi, Sanghyun Park
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 397-402, Oct. 2019
https://doi.org/10.3745/KTSDE.2019.8.10.397
Keywords: Bioinformatics, Gene Expression, Node2Vec, Cancer Prognostic Prediction, Personalized Medicine

Perceptual Generative Adversarial Network for Single Image De-Snowing
Weiguo Wan, Hyo Jong Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 403-410, Oct. 2019
https://doi.org/10.3745/KTSDE.2019.8.10.403
Keywords: Generative Adversarial Network, De-Snowing, U-net, image synthesis, Residual Block

Prediction of Cryptocurrency Price Trend Using Gradient Boosting
Joo-Seong Heo, Do-Hyung Kwon, Ju-Bong Kim, Youn-Hee Han, Chae-Hun An
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 10, pp. 387-396, Oct. 2018
10.3745/KTSDE.2018.7.10.387
Keywords: Price Prediction, Cryptocurrency, Machine Learning, Supervised Learning, Gradient Boosting

Software Platform for Analyzing Gene and Disease Relevance
Myeong Ho Song, Soo Dong Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 2, pp. 51-60, Feb. 2019
https://doi.org/10.3745/KTSDE.2019.8.2.51
Keywords: Analytics, Software Platform, Algorithms, Gene, Optimization

Visualization of Geometric Features in the Contact Region of Proteins
Ku-Jin Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 421-426, Oct. 2019
https://doi.org/10.3745/KTSDE.2019.8.10.421
Keywords: Protein Contact Region, Molecular Surface, Binding Interface, Geometric Feature, Mean Curvature

A Test Case Generation Method for Data Distribution System of Submarine
Suik Son, Dongsu Kang
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 4, pp. 137-144, Apr. 2019
https://doi.org/10.3745/KTSDE.2019.8.4.137
Keywords: Data Distribution System, Model-based testing, Path Testing, Tree Traversal, test case generation

A Study on the Identification of Open Source License Compatibility Violations
Dong-Gun Lee, Yeong-Seok Seo
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 12, pp. 451-460, Dec. 2018
https://doi.org/10.3745/KTSDE.2018.7.12.451
Keywords: Open Source Software, license, License Violation, Compatibility, Association Rule Analysis

Project Management for the Productivity Improvement of Small and Medium-sized Enterprises (SMEs): Industrial Machinery and Equipment Manufacturing Enterprises
Youngmin Song, Jongpil Jeong, Byungjun Park
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 1-12, Jan. 2019
https://doi.org/10.3745/KTSDE.2019.8.1.1
Keywords: SMEs, Production Improvement, Process Problem, Technical Problem, Organizational Problem, Manufacturing Process Management, Machinery Facility

A Design of Risk-Based Security Threat Assessment Process for Fighter-Aircraft Airworthiness Security Certification
Hyunju Kim, Dongsu Kang
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 223-234, Jun. 2019
https://doi.org/10.3745/KTSDE.2019.8.6.223
Keywords: Airworthiness Certification, Cyber Attack, Fighter-Aircraft Software, Security Threat, Risk Assessment, Airworthiness Security Certification Process

Keywords and Topic Analysis of Social Issues on Twitter Based on Text Mining and Topic Modeling
Soo Jeong Kwak, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 13-18, Jan. 2019
https://doi.org/10.3745/KTSDE.2019.8.1.13
Keywords: topic modeling, Keyword Analysis, Text Mining, Twitter, Metoo

A Red Ginseng Internal Measurement System Using Back-Projection
Jaeyoung Park, Sangjoon Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 10, pp. 377-382, Oct. 2018
10.3745/KTSDE.2018.7.10.377
Keywords: A Internal Analysis System of Red Ginseng, Tomographic Image Restoration Algorithm, Red Ginseng Grade Determination, Sinogram, Auto Focus Algorithm

A Study on Research Paper Classification Using Keyword Clustering
Yun-Soo Lee, They Pheaktra, JongHyuk Lee, Joon-Min Gil
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 12, pp. 477-484, Dec. 2018
https://doi.org/10.3745/KTSDE.2018.7.12.477
Keywords: Classification Papers, K-Means Clustering, TF-IDF, Map-Reduce

Translation of Korean Object Case Markers to Mongolian’s Suffixes
Khulan Setgelkhuu, Joon Choul Shin, Cheol Young Ock
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 2, pp. 79-88, Feb. 2019
https://doi.org/10.3745/KTSDE.2019.8.2.79
Keywords: Korean, Mongolian, Machine Translation System, Object Case Marker, Utagger

Document Classification using Recurrent Neural Network with Word Sense and Contexts
Jong-Min Joo, Nam-Hun Kim, Hyung-Jeong Yang, Hyuck-Ro Park
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 259-266, Jul. 2018
10.3745/KTSDE.2018.7.7.259
Keywords: Document Classification, Word2vec, Doc2vec, Recurrent Neural Network, Gated Recurrent Unit

Sentiment Analysis of Foot-and-Mouth Disease Using Tweet Text-Mining Technique
Heechan Chae, Jonguk Lee, Yoona Choi, Daihee Park, Yongwha Chung
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 419-426, Nov. 2018
10.3745/KTSDE.2018.7.11.419
Keywords: Text Mining, sentiment analysis, FMD, Twitter, Deep Learning

Evaluation of Sentimental Texts Automatically Generated by a Generative Adversarial Network
Cheon-Young Park, Yong-Seok Choi, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 257-264, Jun. 2019
https://doi.org/10.3745/KTSDE.2019.8.6.257
Keywords: Generative Adversarial Network (GAN), data augmentation, Sentimental Text, Sentiment Classifier

A Multilayer Perceptron-Based Electric Load Forecasting Scheme via Effective Recovering Missing Data
Jihoon Moon, Sungwoo Park, Eenjun Hwang
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 2, pp. 67-78, Feb. 2019
https://doi.org/10.3745/KTSDE.2019.8.2.67
Keywords: Smart Grid, Electric Load Forecasting, Missing Data Handling, Deep Learning

Single Document Extractive Summarization Based on Deep Neural Networks Using Linguistic Analysis Features
Gyoung Ho Lee, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 8, pp. 343-348, Aug. 2019
https://doi.org/10.3745/KTSDE.2019.8.8.343
Keywords: Single Document Summarization, Extractive Summarization, Linguistic Analysis Features, Deep Neural Networks

Printer Identification Methods Using Global and Local Feature-Based Deep Learning
Soo-Hyeon Lee, Hae-Yeoun Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 37-44, Jan. 2019
https://doi.org/10.3745/KTSDE.2019.8.1.37
Keywords: Global Feature, Local Feature, Deep Learning, Printer Identification, Convolutional Neural Network

A Design and Implementation of Integrated Content Management System Based on Microservices Architecture
Kyung Sik Yoon, Young Han Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 3, pp. 97-108, Mar. 2019
https://doi.org/10.3745/KTSDE.2019.8.3.97
Keywords: Microservices Architecture, Content Management System, System Integration

A Development of the CobiT-Based Framework for University IT Governance
Choi Jae Jun, Kim Chi Su
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 10, pp. 367-376, Oct. 2018
10.3745/KTSDE.2018.7.10.367
Keywords: CobiT, IT Governance, UCC, UCSP

Mortality Prediction of Older Adults Admitted to the Emergency Department
Junhyeok Park, Songwook Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 275-280, Jul. 2018
10.3745/KTSDE.2018.7.7.275
Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning

A Method for Extracting Relationships Between Terms Using Pattern-Based Technique
Kim Young Tae, Kim Chi Su
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 8, pp. 281-286, Aug. 2018
10.3745/KTSDE.2018.7.8.281
Keywords: Ontology, Terms, Relationship, Extraction, Join-Set, pattern

A Spreadsheet Application that Enables to Flexibly Change Mappings in Requirement Traceability Matrix
Serin Jeong, Seonah Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 9, pp. 325-334, Sep. 2018
10.3745/KTSDE.2018.7.9.325
Keywords: requirement engineering, Requirement Traceability, Traceability Matrix, RTM

A Study on Improving Performance of the Deep Neural Network Model for Relational Reasoning
Hyun-Ok Lee, Heui-Seok Lim
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 12, pp. 485-496, Dec. 2018
https://doi.org/10.3745/KTSDE.2018.7.12.485
Keywords: Relation Network, Relational Reasoning, Text-Based Question Answering, Visual Question Answering

Development of Feature Extraction Algorithm for Finger Vein Recognition
Taehoon Kim, Sangjoon Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 9, pp. 345-350, Sep. 2018
10.3745/KTSDE.2018.7.9.345
Keywords: Finger Vein Recognition, feature extraction, Node Extraction, SWDA, pattern recognition