KIPS Transactions on Software and Data Engineering (KTSDE)

Most Downloaded Papers (2022 ~ 2024)

Temporal Fusion Transformers and Deep Learning Methodsfor Multi-Horizon Time Series Forecasting

InKyung Kim, DaeHee Kim, Jaekoo Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 81-86, Feb. 2022

https://doi.org/10.3745/KTSDE.2022.11.2.81
Keywords: Time Series, Multi-variate Data Analysis, Multi-horizon Forecasting, Deep Learning, Neural Networks

Electric Power Demand Prediction Using Deep Learning Model with Temperature Data

Hyoup-Sang Yoon, Seok-Bong Jeong
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 307-314, Jul. 2022

https://doi.org/10.3745/KTSDE.2022.11.7.307
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data

Deep Learning Based Semantic Similarity for Korean Legal Field

Sung Won Kim, Gwang Ryeol Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 93-100, Feb. 2022

https://doi.org/10.3745/KTSDE.2022.11.2.93
Keywords: NLP, LegalTech, Semantic similarity, BERT, Legal

Design of Robot Arm for Service Using Deep Learning and Sensors

Myeong Suk Pak, Kyu Tae Kim, Mo Se Koo, Young Jun Ko, Sang Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 221-228, May. 2022

https://doi.org/10.3745/KTSDE.2022.11.5.221
Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor

De Novo Drug Design Using Self-Attention Based Variational Autoencoder

Piao Shengmin, Jonghwan Choi, Sangmin Seo, Kyeonghun Kim, Sanghyun Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 11-18, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.11
Keywords: De Novo Drug Design, SMILES, Deep Learning, self-attention, Variational AutoEncoder

A Study on Tire Surface Defect Detection Method Using Depth Image

Hyun Suk Kim, Dong Beom Ko, Won Gok Lee, You Suk Bae
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 211-220, May. 2022

https://doi.org/10.3745/KTSDE.2022.11.5.211
Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing

Analysis of Skin Color Pigments from Camera RGB Signal Using Skin Pigment Absorption Spectrum

Kim Jeong Yeop
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 41-50, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.41
Keywords: Skin Color, Independent Component Analysis, Melanin, Hemoglobin

Deep Learning-Based Personalized Recommendation Using Customer Behavior and Purchase History in E-Commerce

Da Young Hong, Ga Yeong Kim, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 237-244, Jun. 2022

https://doi.org/10.3745/KTSDE.2022.11.6.237
Keywords: Online Behavior Log, Purchase History, VAE-based Recommendation, Extracting Latent Space

A Resource Management Scheme Based on Live Migrations for Mobility Support in Edge-Based Fog Computing Environments

JongBeom Lim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 163-168, Apr. 2022

https://doi.org/10.3745/KTSDE.2022.11.4.163
Keywords: Cloud-fog Computing, resource management, Internet of Things, Edge Computing

Image-Based Application Testing Method Using Faster D2-Net for Identification of the Same Image

Chun Hye-Won, Jo Min-Seok, Han Sung-Soo, Jeong Chang-Sung
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 87-92, Feb. 2022

https://doi.org/10.3745/KTSDE.2022.11.2.87
Keywords: Application Test, Deep Learning, Image matching, Feature matching, Image Compare

Single Shot Detector for Detecting Clickable Object in Mobile Device Screen

Min-Seok Jo, Hye-won Chun, Seong-Soo Han, Chang-Sung Jeong
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 29-34, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.29
Keywords: Test Automation, Android Object Detection, Mobile Screen Detection, computer vision, Deep Learning

A Blockchain-Based Cheating Detection System for Online Examination

Goo Mo Nam, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 267-272, Jun. 2022

https://doi.org/10.3745/KTSDE.2022.11.6.267
Keywords: Blockchain, Online Examination, Cheating Detection

Performance Improvement Method of Fully Connected Neural Network Using Combined Parametric Activation Functions

Young Min Ko, Peng Hang Li, Sun Woo Ko
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 1-10, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.1
Keywords: Fully Connected Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Learning

A Method of Reducing the Processing Cost of Similarity Queries in Databases

Sunkyung Kim, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 157-162, Apr. 2022

https://doi.org/10.3745/KTSDE.2022.11.4.157
Keywords: similarity, Lightweight Similarity, Similarity Query, database

Understanding the Association Between Cryptocurrency Price Predictive Performance and Input Features

Jaehyun Park, Yeong-Seok Seo
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 19-28, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.19
Keywords: LSTM, Deep Learning, Input Feature, Cryptocurrency, Price Prediction, Data Analysis

Development of Mobile Application Prototype Inducing Learner’s Attention

Kyoung Eui Roh, Chan Haeng Lee, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 391-398, Sep. 2022

https://doi.org/10.3745/KTSDE.2022.11.9.391
Keywords: Learner’s Attention, Learning Effect, Learner’s Emotion, Non face-to-face class, application

Learning Method for Regression Model by Analysis of Relationship Between Input and Output Data with Periodicity

Hye-Jin Kim, Ye-Seul Park, Jung-Won Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 299-306, Jul. 2022

https://doi.org/10.3745/KTSDE.2022.11.7.299
Keywords: Neural Network, Fault diagnosis, Sensor data, Regression Model, Thermal Estimation

A Study on the Design of a Test Item Framework for Securing Reliability of Laundry Home Appliances Using IoT Functions

Cho Kyoung-Rok, Park Woo Jung, Lee Eun-Ser
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 67-80, Feb. 2022

https://doi.org/10.3745/KTSDE.2022.11.2.67
Keywords: IoT Function, Quality Assurance, Commonality, Variability, Importance, Priority, t-Test Statistics Analysis, evaluation

Korean Morphological Analysis Method Based on BERT-Fused Transformer Model

Changjae Lee, Dongyul Ra
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 169-178, Apr. 2022

https://doi.org/10.3745/KTSDE.2022.11.4.169
Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model

Performance Improvement Method of Convolutional Neural Network Using Combined Parametric Activation Functions

Young Min Ko, Peng Hang Li, Sun Woo Ko
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 371-380, Sep. 2022

https://doi.org/10.3745/KTSDE.2022.11.9.371
Keywords: Convolutional Neural Network, Nonlinear Activation Function, Combined Parametric Activation Function, Loss Function

Quality Visualization of Quality Metric Indicators based on Table Normalization of Static Code Building Information

Chansol Park, So Young Moon, R Young Chul Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 199-206, May. 2023

https://doi.org/10.3745/KTSDE.2023.12.5.199
Keywords: software engineering, Database Normalization, Code Metrics, Static Analysis, Software Visualization

Proposal for Decoding-Compatible Parallel Deflate Algorithm by Inserting Control Header Composed of Non-Compressed Blocks

Jung Hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 207-216, May. 2023

https://doi.org/10.3745/KTSDE.2023.12.5.207
Keywords: Parallel Deflate Compression, Parallel Deflate Decompression, Deflate Algorithm, NPNCB block, Legacy Compatible Decompression

A Code Clustering Technique for Unifying Method Full Path of Reusable Cloned Code Sets of a Product Family

Kim Taeyoung, Lee Jihyun, Kim Eunmi
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 1, pp. 1-18, Jan. 2023

https://doi.org/10.3745/KTSDE.2023.12.1.1
Keywords: Clone-and-own Approach, Software Product Line Migration, Product Line Code Base, Code Clustering

SAAnnot-C3Pap: Ground Truth Collection Technique of Playing Posture Using Semi Automatic Annotation Method

So-Hyun Park, Seo-Yeon Kim, Young-Ho Park
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 409-418, Oct. 2022

https://doi.org/10.3745/KTSDE.2022.11.10.409
Keywords: Playing Posture, Ground-Truth, Semi-Automatic Annotation Method, Artificial intelligence, computer vision

Towards Carbon-Neutralization: Deep Learning-Based Server Management Method for Efficient Energy Operation in Data Centers

Sang-Gyun Ma, Jaehyun Park, Yeong-Seok Seo
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 149-158, Apr. 2023

https://doi.org/10.3745/KTSDE.2023.12.4.149
Keywords: data center, Deep Learning, LSTM, Quality of Service, Server Management, traffic prediction

Web-Based Data Analysis Service for Smart Farms

Jimin Jung, Jihyun Lee, Hyemin Noh
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 355-362, Sep. 2022

https://doi.org/10.3745/KTSDE.2022.11.9.355
Keywords: precision agriculture, Smart Farm, Growth Data Analysis, Data Analysis-as-a-Web-Service

Filtering-Based Method and Hardware Architecture for Drivable Area Detection in Road Environment Including Vegetation

Younghyeon Kim, Jiseok Ha, Cheol-Ho Choi, Byungin Moon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 51-58, Jan. 2022

https://doi.org/10.3745/KTSDE.2022.11.1.51
Keywords: Road Detection, Vegetation Removal, Disparity, Stereo vision

A Study on Classification Models for Predicting Bankruptcy Based on XAI

Jihong Kim, Nammee Moon
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023

https://doi.org/10.3745/KTSDE.2023.12.8.333
Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble

A Study on Dataset Generation Method for Korean Language Information Extraction from Generative Large Language Model and Prompt Engineering

Jeong Young Sang, Ji Seung Hyun, Kwon Da Rong Sae
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 481-492, Nov. 2023

https://doi.org/10.3745/KTSDE.2023.12.11.481
Keywords: Large Language Model, Prompt Egineering, Zero-shot Learning, Dataset Generation, Information Extraction

Detecting Common Weakness Enumeration(CWE) Based on the Transfer Learning of CodeBERT Model

Chansol Park, So Young Moon, R. Young Chul Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 10, pp. 431-436, Oct. 2023

https://doi.org/10.3745/KTSDE.2023.12.10.431
Keywords: software engineering, Code Visualization, Code Complexity, Code Weakness, Artificial intelligence