Abstract is missing.
- CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball GamesKyeongjin Mun, Bonggeon Cha, Jongwuk Lee, Jihyeon Kim, Hyuncheol Jo. 1-8 [doi]
- System Optimization of Data Analytics Platforms using Compute Express Link (CXL) MemorySeokhyun Ryu, Sohyun Kim, Jaeyung Jun, Donguk Moon, Kyungsoo Lee, Jungmin Choi, Sunwoong Kim, Hyungsoo Kim, Luke Kim, Won Ha Choi, Moohyeon Nam, Dooyoung Hwang, Hongchan Roh, Young-Pyo Joo. 9-12 [doi]
- Self-supervised learning for climate downscalingKarandeep Singh, Chaeyoon Jeong, Sungwon Park, Arjun N. Babur, Elke Zeller, Meeyoung Cha. 13-17 [doi]
- Classification of Event Sequences Based on Temporal Relation FeaturesKai Cheng. 18-25 [doi]
- CLIP: Train Faster with Less DataMuhammad Asif Khan 0001, Ridha Hamila, Hamid Menouar. 34-39 [doi]
- Pairs Trading Strategy Optimization Using Proximal Policy Optimization AlgorithmsYi Feng Chen, Wen-Yueh Shih, Hsu-Chao Lai, Hao-Chun Chang, Jiun-Long Huang. 40-47 [doi]
- An Auditable and Efficient Prepaid Scheme with Privacy Preservation in Smart GridsZhiyuan Sui, Jing Li. 48-55 [doi]
- A Machine Learning Approach to Government Business Process Re-engineeringAgus Riyadi, Máté Kovács, Uwe Serdült, Victor V. Kryssanov. 56-63 [doi]
- Federated Learning with Intermediate Representation RegularizationYe Lin Tun 0001, Chu Myaet Thwal, Yu Min Park, Seong-Bae Park, Choong Seon Hong. 56-63 [doi]
- Lazy Node-Dropping AutoencoderJaewon Lee, Myung Jun Kim, Hyunjung Shin. 64-68 [doi]
- Feed-forward Design vs. Mimic Learning for Interpretable Deep Models: A Comparative StudyJurn-Gyu Park, Damir Seit, Kuanysh Tokayev. 69-76 [doi]
- A GPU-based tensor decomposition method for large-scale tensorsJihye Lee, Kang-Wook Chon, Min-Soo Kim. 77-80 [doi]
- A BERT-enhanced Graph Neural Network for Knowledge Base PopulationHeechul Lim, Min-Soo Kim 0002. 81-84 [doi]
- LFP: Layer Wise Feature Perturbation based Graph Neural Network for Link PredictionMd Golam Morshed, Young-Koo Lee. 85-91 [doi]
- Inductive Graph-based Knowledge TracingDonghee Han, Daehee Kim, Keejun Han, Mun Yong Yi. 92-99 [doi]
- Fast Integration for Multiple Graphs with Neumann ApproximationTaehwan Yun, Myung Jun Kim, Hyunjung Shin. 100-104 [doi]
- JIDECA: Jointly Improved Deep Embedded Clustering for Android activitySungmin Choi, Hyeon-Tae Seo, Yo-Sub Han. 105-112 [doi]
- Evaluating Mitigation Approaches for Adversarial Attacks in CrowdworkChristopher G. Harris 0001. 113-119 [doi]
- Outlier-aware Cross-Market Product RecommendationHyeoungGuk Kang, Donghoon Lee, Hyunsouk Cho. 120-123 [doi]
- Edge-Cloud Collaboration Architecture for Efficient Web-Based Cognitive ServicesZhaoyan Wang, In-Young Ko. 124-131 [doi]
- Machine learning-based prediction for 30-day unplanned readmission in all-types cancer patientsHyojung Jung, Hyun Woo Park, Yumin Kim, Yul Hwangbo. 132-135 [doi]
- Prediction of Chemotherapy-Induced Neutropenia using Machine Learning in Cancer PatientsYumin Kim, Yeji Lee, Hyun Woo Park, Hyojung Jung, Yul Hwangbo, Hyo Soung Cha. 136-139 [doi]
- An ECG Beat Classification Method using Multi-kernel ResNet with TransformerSangil Chon, Kwon-Woo Ha, SeongJae Park, Sunghoon Jung. 140-144 [doi]
- One year mortality prediction in heart failure using feature selection and missing value imputation in deep learningTaehyun Kim, Minwook Kim, Hye-Won Lee, Giltae Song. 145-148 [doi]
- Transformer-Based Gene Scoring Model for Extracting Representative Characteristic of Central Dogma Process to Prioritize Pathogenic Genes Applying Breast Cancer Multi-omics DataJong Ho Jhee, Min-Young Song, Byung Gon Kim, Hyunjung Shin, Soo Youn Lee. 149-154 [doi]
- Actionable Suggestions in Support of Rehospitalization Risk Predicted by Artificial IntelligenceGiada Confortola, Mika Takata, Naoaki Yokoi, Masashi Egi. 155-162 [doi]
- Neural Classification of Terrestrial BiomesVyacheslav Shen, Dong-Kyum Kim, Elke Zeller, Meeyoung Cha. 163-166 [doi]
- What rather than how : A DMR topic modeling analysis of news coverage on the British MuseumMinwoo Kim, Haein Lee, Seon Hong Lee, Jang-Hyun Kim. 167-173 [doi]
- Speech Recognition for Turkic Languages Using Cross-Lingual Transfer Learning from KazakhDaniil Orel, Rustem Yeshpanov, Huseyin Atakan Varol. 174-182 [doi]
- Dialogue Response Evaluation Model with Conversational Feature Sensitive Negative SamplingDongjun Kang, JinYeong Bak. 183-186 [doi]
- Automatic Rule Definition for Pattern-Based Text MiningMinoki Kuriu, Israel Mendonça, Masayoshi Aritsugi. 187-194 [doi]
- Attention Masking for Improved Near Out-of-Distribution Image DetectionMinho Sim, Jongwhoa Lee, Ho-Jin Choi. 195-202 [doi]
- Enhancing Image Representation in Conditional Image SynthesisJonghwa Shim, Eunbeen Kim, Hyeonwoo Kim, Eenjun Hwang. 203-210 [doi]
- AnyFace: A Data-Centric Approach For Input-Agnostic Face DetectionAskat Kuzdeuov, Darina Koishigarina, Huseyin Atakan Varol. 211-218 [doi]
- A Comparative Study on Bengali Speech Sentiment Analysis Based on Audio DataAbanti Chakraborty Shruti, Rakib Hossain Rifat, Marufa Kamal, Md. Golam Rabiul Alam. 219-226 [doi]
- Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment AnalysisNoviyanti Santoso, Israel Mendonça, Masayoshi Aritsugi. 227-234 [doi]
- MMTS: Multimodal Teacher-Student learning for One-Shot Human Action RecognitionJongwhoa Lee, Minho Sim, Ho-Jin Choi. 235-242 [doi]
- Nearest Neighbor Search using Metric-Preserving Function for Retrieval-based Dialogue SystemJinsu Lim, Eojin Joo, Ho-Jin Choi. 240-242 [doi]
- Deep Learning-based AOI System for Detecting Component MarksYi-Ming Chang, Ti-Li Lin, Hung-Chun Chi, Wei-Kai Lin. 243-247 [doi]
- Jobicon:A Job Icon Dataset for Concept Recognition by Understanding CompositionalitySooyeon Park, Hyunseo Park, Hyuntak Kim, Yongsang Yoo, Min Song. 248-255 [doi]
- Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection PerformanceYeongHyeon Park, Myung-Jin Kim, Won-Seok Park. 256-260 [doi]
- MENDEL: Time series anomaly detection using transfer learning for industrial control systemsJeongyong Park, Bedeuro Kim, Hyoungshick Kim. 261-268 [doi]
- Temporal Convolutional Network-Based Time-Series SegmentationHyangsuk Min, Jae-Gil Lee 0001. 269-276 [doi]
- Predicting Next Application Most Likely Used with Word Embedding and Time-Series Data EncodingTaieui Song, Gahgene Gweon. 277-284 [doi]
- DCA: A Dual-layer Cache Architecture for Providing High Lookup Performance in KV StoresJeongho Lee, Yongju Song, Young Ik Eom. 285-286 [doi]
- Federated Learning Framework for Blockchain based on Second-Order PrecisionWenjie Song, Tongjiang Yan. 287-288 [doi]
- Identification of Hot data and Caching strategy for Industrial Big Data Based on Temperature ModelYao Wang, Jiong Zhao, Qicai Zhou, Xiaolei Xiong, Heng Zhang, Chuanlin Chen. 289-290 [doi]
- Transformer-Based Flood Detection Using Multiclass SegmentationJoo-Chan Park, Dong Geon Kim, Ji-Ro Yang, Kyo-Seok Kang. 291-292 [doi]
- NFTeller: Dual Centric Visual Analytics of NFT TransactionsYifan Cao, Xingxing Yang, Meng Xia, Hongkun Liu, Kento Shigyo, Wei Zeng, Furui Cheng, Yang Wang, Qianhang Yu, Huamin Qu. 293-294 [doi]
- Needs and Challenges of Personal Data Visualisations in Mobile Health Apps: User SurveyYasmeen Anjeer Alshehhi, Ben Philip, Mohamed Abdelrazek 0001, Alessio Bonti. 295-297 [doi]
- Dealloc FTL: Efficiently Managing Temporary Files on SSDsJoontae Kim, Sangwon Lee. 298-303 [doi]
- MTFT: Multi-Tenant Fair ThrottlingIlhan Song, Sang-Won Lee. 304-307 [doi]
- Improving Generation of Sentiment Commonsense by Bias MitigationJinKyu Lee, Jihie Kim. 308-311 [doi]
- A SimSiam-based Generalized Model Training Technique for Classification of ECG from Heterogeneous DevicesKwon-Woo Ha, SeongJae Park, Sangil Chon, Jin Kook Kim, Sunghoon Jung. 312-313 [doi]
- TCAC-GAN: Synthetic Trajectory Generation Model Using Auxiliary Classifier Generative Adversarial Networks for Improved Protection of Trajectory DataJihwan Shin, Yeji Song, Jinhyun Ahn, Taewhi Lee, Dong-Hyuk Im. 314-315 [doi]
- Randomizing Hypergraphs Preserving Two-mode Clustering CoefficientRikuya Miyashita, Kazuki Nakajima, Mei Fukuda, Kazuyuki Shudo. 316-317 [doi]
- DAG-GCN: Directed Acyclic Causal Graph Discovery from Real World Data using Graph Convolutional NetworksSeJoon Park, Jihie Kim. 318-319 [doi]
- A Method for Estimating Online Chess Game Player Ratings with Decision TreeHabuki Yamada, Nobuko Kishi, Masato Oguchi, Miyuki Nakano. 320-321 [doi]
- Adverse Drug Reaction Posts Detection with a Bi-LSTM based approachChung-Chun Lee, Seunghee Lee, Mi-Hwa Song, Suehyun Lee, Jong-Yeop Kim. 322-323 [doi]
- Offline RL oriented Functions Design for Dynamic Power Management on CNN WorkloadsJurn-Gyu Park. 324-325 [doi]
- pmmeter: A Microbenchmark for Understanding Synchronization Cost on Persistent MemoryHirotaka Yoshioka, Yuto Hayamizu, Kazuo Goda, Masaru Kitsuregawa. 326-327 [doi]
- System Design for determining the optimal pig shipping time using prediction model based on big data learningJin-Wook Jang, Jong-Hee Lee, Gi Pou Nam, Sung-Ho Lee. 328-329 [doi]
- SmartEye: Detecting COVID-19 Misinformation on Twitter for Mitigating Public Health RiskJinwei Liu, Rui Gong, Wei Zhou. 330-331 [doi]
- Knowledge Map Automatic Update System Using Graph Convolutional NetworkHao-Hsuan Huang, Nen-Fu Huang, Jian-Wei Tzeng, Xiao-Ming Dong, Heng-Yu Kao, Tsung-Wei Lin. 332-333 [doi]
- Comparison of Three Korean Sentiment/Emotion Word Dic tionariesHeeryon Cho. 334-335 [doi]
- Health24: Health-related Data Collection from Wearable and Mobile Devices in Everyday LivesGeonwoo Ji, Constantino Msigwa, Denis Bernard, Geon Lee, Jiyoung Woo, Jaeseok Yun. 336-337 [doi]
- Rethinking TPC-C Characteristic: At Logical Write PerspectiveKyong-Shik Lee, Sang-Won Lee. 338-344 [doi]
- Extended Abstract: Predicting the Morality of a Character Using Character-Centric EmbeddingsSu Young Bae, Eun Chong Kim, Yun-Gyung Cheong. 345-346 [doi]
- Feature Engineering and Selection for Predicting Foreign Exchange RatesHyunse Kim, Hyungbin Yun, Yungyu Lee, Min-Soo Kim. 347-348 [doi]
- Pairwise Application Log ClassificationByron Stuike, Yasaman Amannejad. 349-350 [doi]
- Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based ValidationJihoon Moon, Hyuk-Yoon Kwon. 351-352 [doi]
- Fast Prediction for Suspect Candidates from Criminal NetworksJong Ho Jhee, Myung Jun Kim, Myunggeon Park, Jeongheun Yeon, Yoonshin Kwak, Hyunjung Shin. 353-355 [doi]
- A prognostic model for classification of COVID-19 severity based on clinical and laboratory testing dataJae Bin Lee, Sang-Cheol Kim, Ju-Hee Lee, Hye-Yeong Jo. 356-357 [doi]
- Prediction of Recurrence Probability of Thyroid Cancer Patients using Similarity Loss based Multi-modal AutoencoderJaehyun Kim, Hyunjung Shin. 358-360 [doi]
- Latent Inter-relation Augment between Crimes and Criminals using Factorization MachinesJeongheun Yeon, Jong Ho Jhee, Hyunjung Shin. 361-363 [doi]
- Feature-based Map Merging with Mesh Networks in Swarm Robot SystemsInsik Jang, JuHyeon Park, Heoncheol Lee. 364-365 [doi]
- Implementaion of 3D Collaborative Object Detection Systems using RGB-D SensorsSungwoo Jun, Jaeuk Baek, Seungwon Do, Chang-Eun Lee. 366-368 [doi]
- Battlefield Situation Awareness Model Using Convolutional LSTMPil-Song Kim, Sun-Young Hyun, Young-Guk Ha. 369-370 [doi]
- Leveraging Semantics in Appearance based Loop Closure Detection for Long-Term Visual SLAMSaba Arshad, Gon Woo Kim. 371-372 [doi]
- Causal Analytic Process for Mobile Health DataGyuwon Jung, Sangjun Park, Uichin Lee, Eun-Yeol Ma, Heeyoung Kim. 373-374 [doi]
- Investigating Causality in Mobile Health Data through Deep Learning ModelsEun-Yeol Ma, Heeyoung Kim, Uichin Lee. 375-377 [doi]
- Can Eye Gaze Improve Emotional State Detection on Off the Shelf Smart Devices Jiwan Kim Doyoung Lee Jaeho KimJiwan Kim, Doyoung Lee, Jaeho Kim, Ian Oakley. 378-380 [doi]
- WildStress: exploring rich situational contexts for stress detection in the wildKobiljon Toshnazarov, Tae-Hong Lee, Youngtae Noh. 381-382 [doi]
- Designing a Personalized Stress Management System for Call Center WorkersKwangyoung Lee, Hyunseung Lim, Sooyeon Ahn, Taewan Kim, Hwajung Hong. 383-385 [doi]
- Data-driven Digital Therapeutics AnalyticsUichin Lee, Gyuwon Jung, Sangjun Park, Eun-Yeol Ma, Heeyoung Kim, Yonggeon Lee, Youngtae Noh. 386-388 [doi]
- Contactless Vital Signs Tracking with mmWave RADAR in RealtimeMuhammad Salman, Youngtae Noh. 389-390 [doi]
- Data Processing Pipeline of Short-Term Depression Detection with Large-Scale DatasetYonggeon Lee, Youngtae Noh, Uichin Lee. 391-392 [doi]
- Measuring Device-Specific Physical Activity Trackability in Multi-Device EnvironmentsSangjun Park, Eunji Park, Paul H. Lee, Uichin Lee. 393-394 [doi]
- Deep Learning Mental Health Dialogue SystemLennart Brocki, George C. Dyer, Anna Gladka, Neo Christopher Chung. 395-398 [doi]
- Multilayer CARU Model for Text SummarizationSio Kei Im, Ka Hou Chan. 399-402 [doi]
- A Literature Review on AWS-Based Cloud Computing: A Case in South KoreaByeongcheon Lee, Jinyeong Oh, Woojin Shon, Jihoon Moon. 403-406 [doi]
- Extracting Time Information from Korean DocumentsSeung Dong Lee, Young-Seob Jeong. 407-409 [doi]
- Can CLIP Share Image in Dialogue?Young-Jun Lee, Ho-Jin Choi. 410-412 [doi]
- Towards an Effective Over-The-Top Platform Service: A Machine Learning Approach for Box Office AnalysisSubeen Leem, Jisong Oh, Jihoon Moon. 413-416 [doi]
- Memory-based Consultation System for Personalized Conversations Using Temporal ContextsChae-Gyun Lim, Ho-Jin Choi. 417-419 [doi]