Most Downloaded Papers (2018 ~ 2020)


Korean Machine Reading Comprehension for Patent Consultation Using BERT
Jae-Ok Min, Jin-Woo Park, Yu-Jeong Jo, Bong-Gun Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 145-152, Apr. 2020
https://doi.org/10.3745/KTSDE.2020.9.4.145
Keywords: Natural Language Processing, MRC, Machine Reading Comprehension, Patent, BERT

A Design and Implementation of Floor Detection Application Using RC Car Simulator
Yoona Lee, Young-Ho Park, Sun-Young Ihm
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 507-516, Dec. 2019
https://doi.org/10.3745/KTSDE.2019.8.12.507
Keywords: Real-Time Recognition, Floor Detection, Road Breakage, Automatic Driving

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

KG_VCR: A Visual Commonsense Reasoning Model Using Knowledge Graph
JaeYun Lee, Incheol Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 91-100, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.91
Keywords: Visual Commonsense Reasoning, deep neural network, Graph Convolutional Network, Knowledge Graph Embedding

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

Topic Analysis of the National Petition Site and Prediction of Answerable Petitions Based on Deep Learning
Woo Yun Hui, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 45-52, Feb. 2020
https://doi.org/10.3745/KTSDE.2020.9.2.45
Keywords: National Petition, Topic Analysis, topic modeling, K-Means Clustering, LSTM, Deep Learning

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

Detecting Methods of the Database Block Size for Digital Forensics
Sunkyung Kim, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 4, pp. 123-128, Apr. 2020
https://doi.org/10.3745/KTSDE.2020.9.4.123
Keywords: Digital Forensics, Database Forensics, Metadata, Block Size

Estimating Gastrointestinal Transition Location Using CNN-based Gastrointestinal Landmark Classifier
Hyeon Woong Jang, Chang Nam Lim, Ye-Suel Park, Gwang Jae Lee, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 101-108, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.101
Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking

A Policy-Based Meta-Planning for General Task Management for Multi-Domain Services
Byunggi Choi, Insik Yu, Jaeho Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 499-506, Dec. 2019
https://doi.org/10.3745/KTSDE.2019.8.12.499
Keywords: Task Management, Intelligent Robot, Meta-Planning, Policy Model, Model-Driven

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

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

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

CRNN-Based Korean Phoneme Recognition Model with CTC Algorithm
Hong Yoonseok, Ki Kyungseo, Gweon Gahgene
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 3, pp. 115-122, Mar. 2019
https://doi.org/10.3745/KTSDE.2019.8.3.115
Keywords: Phoneme Recognition, CTC Algorithm, Convolutional Neural Network, Recurrent Neural Network

A Reranking Model for Korean Morphological Analysis Based on Sequence-to-Sequence Model
Yong-Seok Choi, Kong Joo Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 4, pp. 121-128, Apr. 2018
10.3745/KTSDE.2018.7.4.121
Keywords: Sequence-to-Sequence Model, Reranking, Beam-Search, Syllable-Unit Processing

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

Development of Joint-Based Motion Prediction Modelfor Home Co-Robot Using SVM
Sungyeob Yoo, Dong-Yeon Yoo, Ye-Seul Park, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 491-498, Dec. 2019
https://doi.org/10.3745/KTSDE.2019.8.12.491
Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot

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

Data Fragmentation Protection Technique for the Performance Enhancement of DB-Based Navigation Supporting Incremental Map Update
Yong Ho Kim, Jae Kwang Kim, Seongil Ji
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 77-82, Mar. 2020
https://doi.org/10.3745/KTSDE.2020.9.3.77
Keywords: Incremental Map Update, DB-based Navigation, Data Fragmentation

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

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

Comparative Analysis of the Development of Mobile Applications for Electronic Textbooks: Criteria, Case Study and Challenges
HeeJeong Lee, Kok-Lim Alvin Yau
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 4, pp. 145-152, Apr. 2018
10.3745/KTSDE.2018.7.4.145
Keywords: Mobile Applications, Cross-Platform Development, Electronic Textbook, Digital Textbook

Outlier Detection By Clustering-Based Ensemble Model Construction
Cheong Hee Park, Taegong Kim, Jiil Kim, Semok Choi, Gyeong-Hoon Lee
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 435-442, Nov. 2018
10.3745/KTSDE.2018.7.11.435
Keywords: Streaming Data, Ensemble Method, Outlier Detection, K-Means Clustering

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

A Study on the Comparison of Learning Performance in Capsule Endoscopy by Generating of PSR-Weigted Image
Changnam Lim, Ye-Seul Park, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 251-256, Jun. 2019
https://doi.org/10.3745/KTSDE.2019.8.6.251
Keywords: Machine Learning, Diagnostic Assistant, Medical Lmages, Capsule Endoscopy

Prediction of English Premier League Game Using an Ensemble Technique
Yi Jae Hyun, Lee Soo Won
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 161-168, May. 2020
https://doi.org/10.3745/KTSDE.2020.9.5.161
Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis

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

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

Analysis on the Visitors’ Pattern of the University Webpages
Mihyeon Jeon, Hyejung Kwon, Jahee Hwang, Gyu-Tae Kim, Cho HyungJun
KIPS Transactions on Software and Data Engineering, Vol. 7, No. 4, pp. 153-158, Apr. 2018
10.3745/KTSDE.2018.7.4.153
Keywords: Homepage, Centrality, Visits, College, Department

A Study on the Methodology for Defect Management in the Requirements Stage
Eun-Ser Lee
KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 205-212, Jul. 2020
https://doi.org/10.3745/KTSDE.2020.9.7.205
Keywords: Defect Management, Software Quality, Requirement Management, Estimation of Software Quality