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ORCID37th IEA/AIE 2024: Hradec Kralove, Czech Republic
Computer Vision
- Yongwon Jo, Jinsoo Bae, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim:
Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images. 3-9 - Son Lam Nguyen Vu, Tien Dong Nguyen, Van Hai Pham:
A Robust Component-Based Template Matching Approach Using Document Layout Graph for Extracting Information. 10-22 - Cristian Brito, Andrea Engdahl, John Atkinson:
Classifying Endangered Species in High-Risk Areas Using Deep Learning. 23-34 - Sungsu Kim, Insung Baek, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim:
Super-Resolution Methods for Wafer Transmission Electron Microscopy Images. 35-40
Cyber Security
- David Kohout, Willi Lazarov, Tomás Lieskovan, Petr Mlynek:
Sandbox Environment for Offensive and Defensive Training in Smart Metering. 43-55 - Willi Lazarov, Antonin Bohacik, David Kohout, Radek Fujdiak:
Training Scenario for Security Testing of the Kerberos Protocol. 56-67 - Marcin Przybyszewski, Henryk Gierszal, Piotr Tyczka, Arkadiusz Kruszynski, Christos Skoufis, Ivo Pure, Frédéric Pierret:
HERMES DXP: An Approach to Military and Non-military Cyber Threat Intelligence Sharing. 68-79 - Jana Medková:
Classification of Datasets Used in Data Anonymization for IoT Environment. 80-92 - Lubomir Almer, Josef Horalek, Vladimir Sobeslav:
Utilization of Artificial Intelligence for the SIEM Logging Architecture Design in the Context of Smart City. 93-106
Data Mining
- Yousef Mehrdad Bibalan, Behrouz Far, Faezeh Eshragh, Bahareh Ghiyasian:
Work in Progress Prediction for Business Processes Using Temporal Convolutional Networks. 109-121 - Sameh Bellegdi, Ali Selamat, Sunday O. Olatunji, Hamido Fujita, Ondrej Krejcar:
Explainable Machine Learning for Intrusion Detection. 122-134 - Masato Kikuchi, Shogo Anda, Tadachika Ozono:
Enhancing False-Sentence Pairs of BERT-Pair for Low-Frequency Aspect Category Detection. 135-146
e-Applications
- Nha P. Tran, Hien D. Nguyen, Diem Nguyen, Dung A. Tran, Anh T. Huynh, Tu T. Le:
A Method for Integrating of Knowledge Model and Functional Component and Application in Intelligent Problem Solver. 149-162 - Anita Salsano, Marialuisa Menanno, Mario Luca Bernardi:
A Comparative Study of Transfer Learning on CNN-Based Models for Fault and Anomaly Detection in Industrial Processes. 163-175 - Tien K. Nguyen, Phu Vong, Hieu Tran, Taddy Truong, Binh T. Nguyen:
A Computer Vision Based Approach for Energy-Efficient Air Conditioner Control. 176-187 - Dario Guidotti, Laura Pandolfo, Luca Pulina:
Verifying Autoencoders for Anomaly Detection in Predictive Maintenance. 188-199 - Ras Elisa Harzie, Ali Selamat, Hamido Fujita, Ondrej Krejcar, Shilan Hameed, Nguyet Quang Do:
Fog-Based Ransomware Detection for Internet of Medical Things Using Lighweight Machine Learning Algorithms. 200-211
Machine Learning
- Sebastian Funk, Christoph Legat, Axel Busboom:
Live Product Line Engineering Using Density-Based Clustering of CAD Models. 215-227 - Roland Bolboaca, Piroska Haller, Béla Genge:
Evaluation Techniques for Long Short-Term Memory Models: Overfitting Analysis and Handling Missing Values. 228-240 - SeyyedPooya HekmatiAthar, Letu Qingge, Mohd Anwar:
Representation and Generation of Music: Incorporating Composers' Perspectives into Deep Learning Models. 241-253 - Elouanes Khelifi, Amir Saki, Usef Faghihi:
Causal Deep Q Networks. 254-264 - R. Uday Kiran, Abinash Maharana, Makiko Ohtake, Yoshiko Ogawa:
Towards Addressing an Open Problem in Coupled Matrix Tensor Factorization for Satellite Imagery Data Using Human-in-Loop. 265-276 - Kazuki Tejima, Deepika Saxena, Rage Uday Kiran:
A Novel Multi-task Single-Step Traffic Congestion Forecasting Framework for Large-Scale Road Networks. 277-288
Neural Networks
- Jihyun Kim, Minjung Lee, Hansam Cho, Seoung Bum Kim:
PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation. 291-296 - Dario Guidotti, Laura Pandolfo, Luca Pulina:
Formal Verification of Neural Networks: A "Step Zero" Approach for Vehicle Detection. 297-309 - Nadia Nedjah, Luiza de Macedo Mourelle, Tarso Mesquita Machado:
Weightless Neural Networks Based on Multi-valued Probabilistic Logic for Node for the Handwritten Digit Classification. 310-322 - Hai Thanh Nguyen, Chau Ngoc Ha, Linh Thuy Thi Pham, Pham Thi-Ngoc-Diem, Tran Thanh Dien:
Deep Residual Networks for Pigmented Skin Lesions Diagnosis. 323-334 - Luiza de Macedo Mourelle, Nadia Nedjah, Alexandre Nietupski Cardoso:
Parallel Implementation of a Convolutional Neural Network on an MPSoC. 335-347
Optimization
- Sijia Wei, Yishen Peng:
Time Heals Unfairness: Efficient Dynamic Routing at an Autonomous Society. 351-362 - Antonio Garrido:
Learning Causality Under Uncertainty for Egocentric Action Anticipation. 363-375 - Daria Maltseva, Stephen Chen, Johnathan R. Lex, Aazad Abbas, Cari M. Whyne:
Simulation Optimization of Operating Room Schedules for Elective Surgeries. 376-387 - Nasreddine Ouertani, Ahmed Nait-Sidi-Moh:
Towards Eco-Friendly Multi-compartment Transportation: A New Bi-objective Iterated Local Search Framework. 388-400 - Maxwell Sam, Kushal Kalyan Devalmapeta Surendranath, Xingang Fu, Letu Qingge:
Accelerating RNN Controllers with Parallel Computing and Weight Dropout Techniques. 401-412 - Carlos March, Christian Pérez, Miguel A. Salido:
A Novel Instance Generator for Benchmarking the Job Shop Scheduling Problem. 413-424
Various Applications
- Vagan Y. Terziyan, Olena Kaikova:
Hybrid Additive Manufacturing: A Convergence of Physical, Digital, and Social Realms Driven by Generative AI. 427-441 - Masahiro Kato, Ryosuke Kojima:
Reconsidering Stochastic Policy Gradient Methods for Traffic Signal Control. 442-453 - Takahiro Osaki, Yui Sudo, Katsutoshi Itoyama, Kenji Nishida, Kazuhiro Nakadai:
Improving Noise Robustness of Automatic Speech Recognition Based on a Parallel Adapter Model with Near-Identity Initialization. 454-466 - R. J. Kuo, Chia-Jung Fan, Thi Phuong Quyen Nguyen:
A Sparse Binary Data Clustering Method for Transaction Data. 467-478 - Stefan-Bogdan Marcu, Yanlin Mi, Venkata V. B. Yallapragada, Mark Tangney, Sabin Tabirca:
Silver Surfer: Navigating the Parametric Protein Space with Genetic Algorithms. 479-490 - Ledio Jahaj, Lorenz Klampfl, Franz Wotawa:
Knowledge-Based Monitoring for Checking Law and Regulation Compliance. 491-502 - Amir Saki, Usef Faghihi:
Exploring Simpson's Paradox Through the Lens of Fuzzy Causal Inference. 503-515
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