IEA/AIE C

42 papers

YearTitle / Authors
2024A Comparative Study of Transfer Learning on CNN-Based Models for Fault and Anomaly Detection in Industrial Processes.
Anita Salsano, Marialuisa Menanno, Mario Luca Bernardi
2024A Computer Vision Based Approach for Energy-Efficient Air Conditioner Control.
Tien K. Nguyen, Phu Vong, Hieu Tran, Taddy Truong, Binh T. Nguyen
2024A Method for Integrating of Knowledge Model and Functional Component and Application in Intelligent Problem Solver.
Nha P. Tran, Hien D. Nguyen, Diem Nguyen, Dung A. Tran, Anh T. Huynh, Tu T. Le
2024A Novel Instance Generator for Benchmarking the Job Shop Scheduling Problem.
Carlos March, Christian Pérez, Miguel A. Salido
2024A Novel Multi-task Single-Step Traffic Congestion Forecasting Framework for Large-Scale Road Networks.
Kazuki Tejima, Deepika Saxena, Rage Uday Kiran
2024A Robust Component-Based Template Matching Approach Using Document Layout Graph for Extracting Information.
Son Lam Nguyen Vu, Tien Dong Nguyen, Van Hai Pham
2024A Sparse Binary Data Clustering Method for Transaction Data.
R. J. Kuo, Chia-Jung Fan, Thi Phuong Quyen Nguyen
2024Accelerating RNN Controllers with Parallel Computing and Weight Dropout Techniques.
Maxwell Sam, Kushal Kalyan Devalmapeta Surendranath, Xingang Fu, Letu Qingge
2024Advances and Trends in Artificial Intelligence. Theory and Applications - 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2024, Hradec Kralove, Czech Republic, July 10-12, 2024, Proceedings
Hamido Fujita, Richard Cimler, Andres Hernandez-Matamoros, Moonis Ali
2024Boundary-Focused Semantic Segmentation for Limited Wafer Transmission Electron Microscope Images.
Yongwon Jo, Jinsoo Bae, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
2024Causal Deep Q Networks.
Elouanes Khelifi, Amir Saki, Usef Faghihi
2024Classification of Datasets Used in Data Anonymization for IoT Environment.
Jana Medková
2024Classifying Endangered Species in High-Risk Areas Using Deep Learning.
Cristian Brito, Andrea Engdahl, John Atkinson
2024Deep Residual Networks for Pigmented Skin Lesions Diagnosis.
Hai Thanh Nguyen, Chau Ngoc Ha, Linh Thuy Thi Pham, Pham Thi-Ngoc-Diem, Tran Thanh Dien
2024Enhancing False-Sentence Pairs of BERT-Pair for Low-Frequency Aspect Category Detection.
Masato Kikuchi, Shogo Anda, Tadachika Ozono
2024Evaluation Techniques for Long Short-Term Memory Models: Overfitting Analysis and Handling Missing Values.
Roland Bolboaca, Piroska Haller, Béla Genge
2024Explainable Machine Learning for Intrusion Detection.
Sameh Bellegdi, Ali Selamat, Sunday O. Olatunji, Hamido Fujita, Ondrej Krejcar
2024Exploring Simpson's Paradox Through the Lens of Fuzzy Causal Inference.
Amir Saki, Usef Faghihi
2024Fog-Based Ransomware Detection for Internet of Medical Things Using Lighweight Machine Learning Algorithms.
Ras Elisa Harzie, Ali Selamat, Hamido Fujita, Ondrej Krejcar, Shilan S. Hameed, Nguyet Quang Do
2024Formal Verification of Neural Networks: A "Step Zero" Approach for Vehicle Detection.
Dario Guidotti, Laura Pandolfo, Luca Pulina
2024HERMES DXP: An Approach to Military and Non-military Cyber Threat Intelligence Sharing.
Marcin Przybyszewski, Henryk Gierszal, Piotr Tyczka, Arkadiusz Kruszynski, Christos Skoufis, Ivo Pure, Frédéric Pierret
2024Hybrid Additive Manufacturing: A Convergence of Physical, Digital, and Social Realms Driven by Generative AI.
Vagan Y. Terziyan, Olena Kaikova
2024Improving Noise Robustness of Automatic Speech Recognition Based on a Parallel Adapter Model with Near-Identity Initialization.
Takahiro Osaki, Yui Sudo, Katsutoshi Itoyama, Kenji Nishida, Kazuhiro Nakadai
2024Knowledge-Based Monitoring for Checking Law and Regulation Compliance.
Ledio Jahaj, Lorenz Klampfl, Franz Wotawa
2024Learning Causality Under Uncertainty for Egocentric Action Anticipation.
Antonio Garrido
2024Live Product Line Engineering Using Density-Based Clustering of CAD Models.
Sebastian Funk, Christoph Legat, Axel Busboom
2024PPG-Based Heart Rate Estimation Using Unsupervised Domain Adaptation.
Jihyun Kim, Minjung Lee, Hansam Cho, Seoung Bum Kim
2024Parallel Implementation of a Convolutional Neural Network on an MPSoC.
Luiza de Macedo Mourelle, Nadia Nedjah, Alexandre Nietupski Cardoso
2024Reconsidering Stochastic Policy Gradient Methods for Traffic Signal Control.
Masahiro Kato, Ryosuke Kojima
2024Representation and Generation of Music: Incorporating Composers' Perspectives into Deep Learning Models.
SeyyedPooya HekmatiAthar, Letu Qingge, Mohd Anwar
2024Sandbox Environment for Offensive and Defensive Training in Smart Metering.
David Kohout, Willi Lazarov, Tomás Lieskovan, Petr Mlynek
2024Silver Surfer: Navigating the Parametric Protein Space with Genetic Algorithms.
Stefan-Bogdan Marcu, Yanlin Mi, Venkata V. B. Yallapragada, Mark Tangney, Sabin Tabirca
2024Simulation Optimization of Operating Room Schedules for Elective Surgeries.
Daria Maltseva, Stephen Chen, Johnathan R. Lex, Aazad Abbas, Cari M. Whyne
2024Super-Resolution Methods for Wafer Transmission Electron Microscopy Images.
Sungsu Kim, Insung Baek, Hansam Cho, Heejoong Roh, Kyunghye Kim, Munki Jo, Jaeung Tae, Seoung Bum Kim
2024Time Heals Unfairness: Efficient Dynamic Routing at an Autonomous Society.
Sijia Wei, Yishen Peng
2024Towards Addressing an Open Problem in Coupled Matrix Tensor Factorization for Satellite Imagery Data Using Human-in-Loop.
R. Uday Kiran, Abinash Maharana, Makiko Ohtake, Yoshiko Ogawa
2024Towards Eco-Friendly Multi-compartment Transportation: A New Bi-objective Iterated Local Search Framework.
Nasreddine Ouertani, Ahmed Nait-Sidi-Moh
2024Training Scenario for Security Testing of the Kerberos Protocol.
Willi Lazarov, Antonin Bohacik, David Kohout, Radek Fujdiak
2024Utilization of Artificial Intelligence for the SIEM Logging Architecture Design in the Context of Smart City.
Lubomir Almer, Josef Horalek, Vladimir Sobeslav
2024Verifying Autoencoders for Anomaly Detection in Predictive Maintenance.
Dario Guidotti, Laura Pandolfo, Luca Pulina
2024Weightless Neural Networks Based on Multi-valued Probabilistic Logic for Node for the Handwritten Digit Classification.
Nadia Nedjah, Luiza de Macedo Mourelle, Tarso Mesquita Machado
2024Work in Progress Prediction for Business Processes Using Temporal Convolutional Networks.
Yousef Mehrdad Bibalan, Behrouz H. Far, Faezeh Eshragh, Bahareh Ghiyasian