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Viewing Publication 1 - 100 from 788

2023

Deep Learning Based End-to-End Specular Reflection Removal for Medical Endoscopic ImagesChi-Sheng Shih 0001, Yu-Cheng Liao, Ching-Ting Tan. racs 2023: [doi]

Proceedings of the 2023 International Conference on Research in Adaptive and Convergent Systems, RACS 2023, Gdansk, Poland, August 6-10, 2023ACM, 2023. [doi]

BERT-based classification of fungi protein sequences with multiple GO labelsSung Yoon Ahn, Sang-Woong Lee. racs 2023: [doi]

Using Knowledge Graphs to ensure Privacy Policies in decentralized data collection systemsBiagio Boi, Christian Esposito 0001. racs 2023: [doi]

Session details: ApplicationsChin-Hsien Chen. racs 2023: [doi]

Design and Implementation of Hybrid Cloud Device-as-a-ServiceEunseok Choi. racs 2023: [doi]

Enhanced Polyp Segmentation with a Hybrid Approach Integrating Transformers and Convolutional Neural NetworksChan-Young Choi, Sung Yoon Ahn, Sang-Woong Lee. racs 2023: [doi]

A Generic Data Synthesis Framework for Privacy-Preserving Point-of-Interest Recommender SystemsLongyin Cui, Xiwei Wang, Ting Gu. racs 2023: [doi]

Reactive Software Architectures in IoT: A Literature ReviewHerminio Paucar Curasma, Júlio Cezar Estrella. racs 2023: [doi]

Machine Learning driven Skill Prioritisation for Human Resource PlanningRenold Raj Devaraj, Kapil Kaushik. racs 2023: [doi]

Session details: Artificial Intelligence IIChristian Expositio. racs 2023: [doi]

UAS Integration Safety and Security Technology OntologyRebecca Garcia, Hunter Harris, Matthew Beach, Dylan Couch, Samee U. Khan. racs 2023: [doi]

Long Short-Term Memory Network (LSTM) based Stock Price PredictionAkshat Gaurav, Varsha Arya, Kwok Tai Chui, Brij B. Gupta, Chang Choi, O-Joun Lee. racs 2023: [doi]

Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of ThingsDeepti Gupta, Shafika Showkat Moni, Ali Saman Tosun. racs 2023: [doi]

A Deep CNN-based Framework for Distributed Denial of Services (DDoS) Attack Detection in Internet of Things (IoT)Brij B. Gupta, Akshat Gaurav, Varsha Arya, PanKoo Kim. racs 2023: [doi]

Deep Reinforcement Learning Agent for Dynamic Pruning of Convolutional LayersAbir Mohammad Hadi, Youngsun Jang, Kwanghee Won. racs 2023: [doi]

Hybrid Deep Learning Model for Time Series Anomaly DetectionChan Sik Han, Keon-Myung Lee. racs 2023: [doi]

Session details: Artificial Intelligence IJungyoung Heo. racs 2023: [doi]

Towards Scalable Quantum Circuit Simulation via RDMAChia-Hsin Hsu, Chuan Chi Wang, Nai-Wei Hsu, Chia-Heng Tu, Shih-Hao Hung. racs 2023: [doi]

Reducing the Booting Time for BMCDaewoong Hwang, Minho Park. racs 2023: [doi]

FulltextAttention: Full-text Classification of Scientific Papers Using Combined Model of BiGRU and Bahdanau AttentionYoungsun Jang, Hyung Do Choi, Kwanghee Won, Sung Y. Shin. racs 2023: [doi]

Viewership Measurement for OTT on iOS PlatformsChongin Jeong, Minho Park, Junyoung Heo. racs 2023: [doi]

Experimental Analysis of Handover Process in Cell-Free NetworksBomi Jeong, Sungwon Lee, Ayesha Siddiqa, Mahnoor Ajmal, Junho Seo, Dongkyun Kim. racs 2023: [doi]

Geographic Area Analysis by Using VAE based Area Embeddings on LBSN dataMuyeon Jo, Sejin Chun, Jungkyu Han. racs 2023: [doi]

News Category Classification via Multimodal Fusion MethodNamgyu Jung, Junho Yoon, Saebom Lee, PanKoo Kim, Kiho Lim, Chang Choi. racs 2023: [doi]

Improving Unsupervised Domain Adaptation with Auxiliary Classifier GANsBayarchimeg Kalina, Jaeheung Lee. racs 2023: [doi]

Architectural design on hypervisor-based guest OSs and SafetyRTOS in automotive platformKukhyun Kim. racs 2023: [doi]

OTT Contents Identification based on Audio Capture and Analysis in Android Mobile PlatformSeongjin Kim, Junyoung Heo. racs 2023: [doi]

A Hierarchical Gated Recurrent Unit Network Model for Settlement PredictionSeoyeon Kim, Jung-Woo Kim, Taesik Kim, Jinman Jung. racs 2023: [doi]

ICP Algorithm Based Liver Rigid Registration Method Using Liver and Liver Vessel Surface MeshSoohyun Kim, Kyoyeong Koo, Taeyong Park, Jeongjin Lee. racs 2023: [doi]

Session details: Architectures & System SoftwareJohn Kim. racs 2023: [doi]

Improve the Performance of Parallel Reduction on General-Purpose Graphics Processor Units Using Prediction ModelsChin-Fu Kuo, Zong-Ru Zhung, Yung-Feng Lu. racs 2023: [doi]

Personalized Recommendation System based on Recommendation Indicator in Education PlatformYena Lee, Euihwan Han, Ahyeon Lee, Meejung Hong. racs 2023: [doi]

ChatGPT-Based Debate Game Application Utilizing Prompt EngineeringEun-Young Lee, Ngagaba Gogo Dae Il, Gi-hong An, Sungchul Lee, Kiho Lim. racs 2023: [doi]

Application Integrity Assurance System: Using Blockchain for Securing Application Package IntegrityHowon Lee, Yoonyoung Park, Yoonjae Chae, Sungchul Lee. racs 2023: [doi]

Multiple Time-sensitive Inferences Scheduling on Energy-harvesting IoT DevicesChun-Chieh Lin, Tzu-Chiao Yen, Ya-Shu Chen. racs 2023: [doi]

MLOps Pipeline Development: The OSSARA Use CaseSergio Moreschini, David Hästbacka, Davide Taibi 0001. racs 2023: [doi]

Usability Heuristics and Guidelines for RESTful APIs and Application to the Twitter APIEduardo Mosqueira-Rey, David Alonso-Ríos, Nerea Vázquez-Callejón. racs 2023: [doi]

Weakly-supervised Semantic Segmentation on Historical Document ImagesChulwoo Pack, Dongyoun Kim. racs 2023: [doi]

Session details: PostersJuw Won Park. racs 2023: [doi]

Incremental Hibernation for Baseboard Management ControllersMinho Park, Daewoong Hwang, Jiman Hong. racs 2023: [doi]

Optimizing Generative Adversarial Networks Models for Non-Pneumatic Tire Design: A Comparative Analysis and EvaluationJu-Yong Seong, Seung-min Ji, Dong Hyun Choi, Sungchul Lee. racs 2023: [doi]

Forecasting and Detecting Anomalies in ADLs in Single-Resident Elderly Smart HomesZahraa Khais Shahid, Saguna Saguna, Christer Åhlund. racs 2023: [doi]

Automatic Detection and Measurement Method for Road Block on UGVsJiwoo Shin, Seoyeon Kim, Taesik Kim, Jinman Jung. racs 2023: [doi]

SecCo: Automated Services to Secure Containers in the DevOps ParadigmLuca Verderame, Luca Caviglione, Roberto Carbone, Alessio Merlo. racs 2023: [doi]

Session details: Artificial Intelligence IIIGwanghee Won. racs 2023: [doi]

Crack Segmentation with Generative Deep Learning-Based Data Augmentation ApproachKwanghee Won, Mostafa Tazarv, Timothy M. Hansen. racs 2023: [doi]

Session details: Network & SecurityChin-Hsien Wu. racs 2023: [doi]

A Multi-Stream-aware DRAM Allocation Strategy inside Solid-State Drives (SSDs)Ming-Yan Wu, Chin-Hsien Wu. racs 2023: [doi]

2022

Proceedings of the Conference on Research in Adaptive and Convergent Systems, RACS 2022, Virtual Event, Japan, October 3-6, 2022Peng Li 0017, Junyoung Heo, Tomás Cerný, editors, ACM, 2022. [doi]

Learning attention models for resource-constrained, self-adaptive visual sensing applicationsHafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner, Tiago Santos Veiga. racs 2022: 165-171 [doi]

Visualizing architectural evolution via provenance tracking: a systematic reviewKaitlynn Burgess, Dante Hart, Amr Elsayed, Tomás Cerný, Miroslav Bures, Pavel Tisnovsky. racs 2022: 83-91 [doi]

hKVS: a framework for designing a high throughput heterogeneous key-value store with SmartNIC and RDMAHung-Hsin Chen, Chih-Hao Chang, Shih-Hao Hung. racs 2022: 99-106 [doi]

An OpenDDS cross-platform data exchange module for cloud-edge-based industrial internet of thingsHung-Ming Chen, Yung-Feng Lu, Jia-Hong Jhang, Hong-Sheng Sun. racs 2022: 153-158 [doi]

Computationally efficient physics approximating neural networks for highly nonlinear mapsChristopher Johann Clarke, Jatin Chowdhury, Cindy Ming Ying Lin, Ivan Fu Xing Tan, Prachee Priyadarshinee, Balamurali B. T., Dorien Herremans, Jer-Ming Chen. racs 2022: 139-146 [doi]

On-device federated learning with fuzzy logic based client selectionZhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga, Lei Zhong, Yusheng Ji. racs 2022: 64-70 [doi]

Task dependent model complexity: shallow vs deep networkAbir Mohammad Hadi, Kwanghee Won, Sung Shin. racs 2022: 107-111 [doi]

Knowledge distillation-based privacy-preserving data analysisDong Huang, Xiucai Ye, Tetsuya Sakurai. racs 2022: 15-20 [doi]

EASTA: energy-aware scheduling for timely applications on intermittent systemsChen-Tui Hung, Kai-Xuan Lee, Yi-Zheng Liu, Ya-Shu Chen. racs 2022: 9-14 [doi]

Sentence embedding based emotion recognition from text dataManabu Ito, Konstantin Markov. racs 2022: 53-57 [doi]

Deep learning models for multiple answers extraction and classification of scientific publicationsYoungsun Jang, Kwanghee Won, Hyung Do Choi, Sung Shin. racs 2022: 185-190 [doi]

Deep reinforcement learning based secondary user transmit power control for underlay cognitive radio networksKouhei Katou, Xiaoyan Wang 0003, Masahiro Umehira, Yusheng Ji. racs 2022: 28-32 [doi]

Deep learning-based defect detection on livestock operationsHyun Soo Kim, Nabilah Muallifah, Yesung Cho, Bumho Lee, Mun Yong Yi. racs 2022: 21-27 [doi]

Campus plate: connecting students on college campuses to reduce food waste and food insecurityBrian Krupp, Julia Gersey, Franklin Lebo. racs 2022: 172-177 [doi]

Prototype of a wearable force-feedback mechanism for free-range immersive experiencePeter Kudry, Michael Cohen. racs 2022: 178-184 [doi]

A study on CSD-based storage engine scheduling for high-speed processing of large-scale dataJusuk Lee, Jae-Hoon An, Younghwan Kim. racs 2022: 191-194 [doi]

Architectural languages in the microservice era: a systematic mapping studyLuka Lelovic, Michael Mathews, Amr Elsayed, Tomás Cerný, Karel Frajták, Pavel Tisnovsky, Davide Taibi 0001. racs 2022: 39-46 [doi]

A communication-efficient distributed machine learning scheme in vehicular networkYalong Li, Celimuge Wu, Lei Zhong, Tsutomu Yoshinaga. racs 2022: 92-98 [doi]

An incentive mechanism for collaborative intelligenceLi Lin, Yuanyuan Zhang, Jinbo Xiong, Jiayin Lin. racs 2022: 112-118 [doi]

Red-black tree I/O management of solid state disk with elastic striping designYung-Feng Lu, Hung-Ming Chen, Chang-Wei Chen, Hsueh-Wen Tseng, Chin-Fu Kuo. racs 2022: 159-164 [doi]

End-to-end image captioning based on reduced feature maps of deep learners pre-trained for object detectionYan Lyu, Qiangfu Zhao, Yong Liu. racs 2022: 71-76 [doi]

Lore: a learning-based approach for workflow scheduling in cloudsHaosong Peng, Chuge Wu, Yufeng Zhan, Yuanqing Xia. racs 2022: 47-52 [doi]

A software framework of roadside units for traffic condition perception and broadcastShao-Hua Wang, Wei-Liang Yiu, Chia-Heng Tu, Da-Wei Chang, Wei-Hsun Lee. racs 2022: 1-8 [doi]

TensorHE: a homomorphic encryption transformer for privacy-preserving deep learningChuan Chi Wang, Chia-Heng Tu, Ming-Chang Kao, Shih-Hao Hung. racs 2022: 124-130 [doi]

ToxinMI: improving peptide toxicity prediction by fusing multimodal information based on mutual informationLesong Wei, Xiucai Ye, Tetsuya Sakurai. racs 2022: 77-82 [doi]

A low-complexity coding method for mitigating retention errors and read-disturb errors in TLC NAND flash memoryChin-Hsien Wu, Chi-Yen Yang. racs 2022: 58-63 [doi]

Hierarchical facial expression recognitionXiang Zhang, Yu Gu 0003, Huan Yan, Yantong Wang, Fuji Ren, Yusheng Ji. racs 2022: 119-123 [doi]

A dynamic mutation particle swarm optimization algorithmYang Zhang, Jiacheng Li, Lei Li. racs 2022: 33-38 [doi]

False awareness stock market prediction by LightGBM with focal lossXiaosong Zhao, Yong Liu. racs 2022: 147-152 [doi]

An efficient split learning framework for recurrent neural network in mobile edge environmentWenxuan Zhou, Zhihao Qu, Yanchao Zhao, Bin Tang, Baoliu Ye. racs 2022: 131-138 [doi]

2020

RACS '20: International Conference on Research in Adaptive and Convergent Systems, Gwangju, Korea, October 13-16, 2020Tomás Cerný, Juw Won Park, editors, ACM, 2020. [doi]

Performance improvement of PCI Express adapter cards by adjusting the location of DMA functionsKwangho Cha, Kyungmo Koo, Hyun-mi Jung. racs 2020: 201-206 [doi]

Using Synthesized Data to Train Deep Neural Net with Few DataCheng-Shao Chiang, Chi-Sheng Daniel Shih. racs 2020: 19-25 [doi]

Secure and low computation authentication protocol for Wireless Body Area Network with ECC and 2D hash chainSoohyeon Choi, Sangwon Shin, XiaoZhu Jin, Sung Shin. racs 2020: 130-135 [doi]

Sequence to Sequence CycleGAN for Non-Parallel Sentiment Transfer with Identity Loss PretrainingIda Ayu Putu Ari Crisdayanti, Jee-Hyong Lee. racs 2020: 26-30 [doi]

Spiking Neural Network Transformer for Deploying into a Deep Learning FrameworkChan Sik Han, Keon-Myung Lee. racs 2020: 82-83 [doi]

Channel-Wise Attention and Channel Combination for Knowledge DistillationChan Sik Han, Keon-Myung Lee. racs 2020: 72-76 [doi]

Solving the Multi-class Classification Task in Spiking Neural Network by using Supervised Spiking Learning Rule with a Consistent Competitive MechanismViet-Ngu Cong Huynh, Keon-Myung Lee. racs 2020: 77-81 [doi]

Kernel-controlled DQN based CNN Pruning for Model Compression and AccelerationRomancha Khatri, Kwanghee Won. racs 2020: 36-41 [doi]

Modifications using Circular Shift for a Better Bloom FilterMyeong-Kyu Kim, Sung-Ryul Kim. racs 2020: 149-154 [doi]

Toward Fast Platform-Aware Neural Architecture Search for FPGA-Accelerated Edge AI ApplicationsYi-Chuan Liang, Ying-Chiao Liao, Chen-Ching Lin, Shih-Hao Hung. racs 2020: 219-225 [doi]

A Cache Contention-aware Run-time Scheduling for Power-constrained Asymmetric Multicore ProcessorsJian-He Liao, He-Ru Chen, Ya-Shu Chen. racs 2020: 207-212 [doi]

A Machine-Learning-based Data Classifier to Reduce the Write Amplification in SSDsYi-Ying Lu, Chin-Hsien Wu, Ya-Shu Chen. racs 2020: 213-218 [doi]

Adversarially-learned Image Transfer Model for Multi-content DisentanglementHoyong Seo, Jee-Hyong Lee. racs 2020: 31-35 [doi]

An Extrinsic Depth Camera Calibration Method for Narrow Field of View Color CameraChi-Sheng Daniel Shih, Hao-Yu Chen. racs 2020: 247-254 [doi]

Performance Evaluation of a GPU-based Monte Carlo Simulation Package for Water Radiolysis with sub-MeV ElectronsMin-yu Tsai, Youfang Lai, Yujie Chi, Xun Jia, Shih-Hao Hung. racs 2020: 226-233 [doi]

PerfNet: Platform-Aware Performance Modeling for Deep Neural NetworksChuan Chi Wang, Ying-Chiao Liao, Ming-Chang Kao, Wen-Yew Liang, Shih-Hao Hung. racs 2020: 90-95 [doi]

Semantic Classification of EMF-related Literature using Deep Learning Models with Attention MechanismKwanghee Won, Youjeong Jang, Hyung Do Choi, Sung Shin. racs 2020: 42-46 [doi]

Accelerating Variant Calling with Parallelized DeepVariantChih-Han Yang, Jhih-Wun Zeng, Cheng-Yueh Liu, Shih-Hao Hung. racs 2020: 13-18 [doi]

Analysis of commercial drone sounds and its identificationSinwoo Yoo, Hyukjun Oh. racs 2020: 47-52 [doi]

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