Most Downloaded Papers (2018 ~ 2020)


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

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
10.3745/KTSDE.2019.8.10.397
Keywords: Bioinformatics, Gene Expression, Node2Vec, Cancer Prognostic Prediction, Personalized Medicine

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

Building a Code Visualization Process to Extract Bad Smell Codes
Jihoon Park, Bo Kyung Park, Ki Du Kim, R. Young Chul Kim
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 465-472, Dec. 2019
https://doi.org/10.3745/KTSDE.2019.8.12.465
Keywords: Refactoring, Bad Smell, Visualization, process, JavaParser

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

Modeling and Selecting Optimal Features for Machine Learning Based Detections of Android Malwares
Kye Woong Lee, Seung Taek Oh, Young Yoon
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 427-432, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.427
Keywords: Android, Malware, APK, AI, Ensemble Algorithm

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

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

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

Image Processing and Deep Learning Techniquesfor Fast Pig’s Posture Determining and Head Removal
Hanse Ahn, Wonseok Choi, Sunhwa Park, Yongwha Chung, Daihee Park
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 457-464, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.457
Keywords: Real-Time Pig Monitoring, Posture Determining, Head Removal, image processing, Deep Learning, YOLO

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
10.3745/KTSDE.2018.7.12.451
Keywords: Open Source Software, license, License Violation, Compatibility, Association Rule Analysis

A Model-Based Interface to Cloud Services for Intelligent Service Robots
Byunggi Choi, Jonguk Lee, Sunggi Park, Jaeho Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 1-10, Jan. 2020
https://doi.org/10.3745/KTSDE.2020.9.1.1
Keywords: Service Robot, Cloud Interface, Model-based Interface

Automatic Word Spacing of the Korean Sentences by Using End-to-End Deep Neural Network
Hyun Young Lee, Seung Shik Kang
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 441-448, Nov. 2019
https://doi.org/10.3745/KTSDE.2019.8.11.441
Keywords: Syllable Embedding, Bi-LSTM, Feedforward Neural Network, Neural Network Language Model, Linear-Chain CRF

Network Intrusion Detection System Using Feature Extraction Based on AutoEncoder in IOT environment
Joohwa Lee, Keehyun Park
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 483-490, Dec. 2019
https://doi.org/10.3745/KTSDE.2019.8.12.483
Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder

A Technique for Detecting Companion Groups from Trajectory Data Streams
Suhyun Kang, Ki Yong Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 473-482, Dec. 2019
10.3745/KTSDE.2019.8.12.473
Keywords: Trajectory Data Stream, Companion Groups Detection, Stream Data Mining

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

Development of Application to Deal with Large Data Using Hadoop for 3D Printer
Kang Eun Lee, Sungsuk Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 11-16, Jan. 2020
https://doi.org/10.3745/KTSDE.2020.9.1.11
Keywords: Large Data Processing, 3D Printing, G-code, Hadoop, facet

Generating Training Dataset of Machine Learning Model for Context-Awareness in a Health Status Notification Service
Jong Hyeok Mun, Jong Sun Choi, Jae Young Choi
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 25-32, Jan. 2020
https://doi.org/10.3745/KTSDE.2020.9.1.25
Keywords: context-awareness, Machine Learning Model, Generating Training Dataset, Maintaining Accuracy

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
10.3745/KTSDE.2019.8.6.257
Keywords: Generative Adversarial Network (GAN), data augmentation, Sentimental Text, Sentiment Classifier

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

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

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 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

Multi-Dimensional Traveling Salesman Problem Scheme Using Top-n Skyline Query
ChangGyun Jin, Dukshin Oh, Jongwan Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 17-24, Jan. 2020
https://doi.org/10.3745/KTSDE.2020.9.1.17
Keywords: 외판원 순회문제, TOP-n 스카이라인, 스카이라인 질의, 다차원 데이터, 동적 계획법, 최단 경로

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

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

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