Digital Library
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, Nov. 2021
Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models
Sooyeon Go, Yeongwoo Choi
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 439-448, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.439
Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 439-448, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.439
Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization
Comparative Study of Anomaly Detection Accuracy of Intrusion Detection Systems Based on Various Data Preprocessing Techniques
Kyungseon Park, Kangseok Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 449-456, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.449
Keywords: Intrusion Detection, sliding window, Skip-gram, AAE, GRU
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 449-456, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.449
Keywords: Intrusion Detection, sliding window, Skip-gram, AAE, GRU
Adversarial Learning-Based Image Correction Methodology for Deep Learning Analysis of Heterogeneous Images
Junwoo Kim, Namgyu Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 457-464, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.457
Keywords: Adversarial Learning, Color Constancy, Heterogeneous Images, Illumination Estimation, Image Correction
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 457-464, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.457
Keywords: Adversarial Learning, Color Constancy, Heterogeneous Images, Illumination Estimation, Image Correction
Detection of Adverse Drug Reactions Using Drug Reviews with BERT+ Algorithm
Eun Yeong Heo, Hyeon-jeong Jeong, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 465-472, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.465
Keywords: Detection of ADRs, Drug Reviews, sentiment analysis, named entity recognition, ADRs Dictionary
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 465-472, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.465
Keywords: Detection of ADRs, Drug Reviews, sentiment analysis, named entity recognition, ADRs Dictionary
Few-Shot Korean Font Generation based on Hangul Composability
Jangkyoung Park, Ammar Ul Hassan, Jaeyoung Choi
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 473-482, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.473
Keywords: Hangul Font Generation, Font Components, GAN, Few-shot
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 473-482, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.473
Keywords: Hangul Font Generation, Font Components, GAN, Few-shot
Creating Songs Using Note Embedding and Bar Embedding and Quantitatively Evaluating Methods
Young-Bae Lee, Sung Hoon Jung
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 483-490, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.483
Keywords: Automatic Composition, One-Hot Encoding, Note Embedding, Bar Embedding, Quantitative Evaluation
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 483-490, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.483
Keywords: Automatic Composition, One-Hot Encoding, Note Embedding, Bar Embedding, Quantitative Evaluation
Fall Detection Based on 2-Stacked Bi-LSTM and Human-Skeleton Keypoints of RGBD Camera
Shin Byung Geun, Kim Uung Ho, Lee Sang Woo, Yang Jae Young, Kim Wongyum
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 491-500, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.491
Keywords: Fall Detection, deep-learning, Skeleton Keypoints, Stacked Bi-LSTM
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 491-500, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.491
Keywords: Fall Detection, deep-learning, Skeleton Keypoints, Stacked Bi-LSTM
Unsupervised Abstractive Summarization Method that Suitable for Documents with Flows
Hoon-suk Lee, Soon-hong An, Seung-hoon Kim
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 501-512, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.501
Keywords: NLP, summarization, GAN, BERT, Transformer
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 501-512, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.501
Keywords: NLP, summarization, GAN, BERT, Transformer
A Study on the Deep Learning-Based Textbook Questionnaires Detection Experiment
Kim Tae Jong, Han Tae In, Ji Su Park
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 513-520, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.513
Keywords: Deep Learning, Textbook Questionnaires Detection Model, Detection Model, computer vision
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 513-520, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.513
Keywords: Deep Learning, Textbook Questionnaires Detection Model, Detection Model, computer vision
Sentence Recommendation Using Beam Search in a Military Intelligent Image Analysis System
Hyung-Sun Na, Tae-Hyeon Jeon, Hyung-Seok Kang, Jinhyun Ahn, Dong-Hyuk Im
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 521-528, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.521
Keywords: NLP, Beam Search, Military, Seq2seq, Attention Mechanism
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 521-528, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.521
Keywords: NLP, Beam Search, Military, Seq2seq, Attention Mechanism
A Comparative Study on Game-Score Prediction Models Using Compuational Thinking Education Game Data
Yeongwook Yang
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 529-534, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.529
Keywords: Computational Thinking, prediction, Game Based Learning, Regression
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 529-534, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.529
Keywords: Computational Thinking, prediction, Game Based Learning, Regression
Multi-Document Summarization Method of Reviews Using Word Embedding Clustering
Pil Won Lee, Yun Young Hwang, Jong Seok Choi, Young Tae Shin
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 535-540, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.535
Keywords: Muti-document, Text Summarization, Transformer, Word Embedding
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 535-540, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.535
Keywords: Muti-document, Text Summarization, Transformer, Word Embedding
Prediction Model of Hypertension Using Sociodemographic Characteristics Based on Machine Learning
Bum Ju Lee
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 541-546, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.541
Keywords: machine leaning, Prediction Model, Hypertension, Sociodemographic Characteristics, Public Health
KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 541-546, Nov. 2021
https://doi.org/10.3745/KTSDE.2021.10.11.541
Keywords: machine leaning, Prediction Model, Hypertension, Sociodemographic Characteristics, Public Health