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ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I

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Learning to Search with Subgoals
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deleteHyner, Petr; Mrogala, Jan; Krmaschek, Krystof; Hula, Jan
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Towards Speaker Independent Speech Emotion Recognition by Means of Dataset Aggregation
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deletePortal, Francisco; de Lope, Javier; Grana, Manuel
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Penetration Testing with AI: Case Studies on LLM and RL-Based Attack Agents
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deleteFernandes, Rui; Lopes, Nuno; Teixeira, Paulo; Goncalves, Joaquim
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Leveraging Large Language Models on Assay Descriptions to Improve the Prediction of Inhibitors for Mycobacterium Tuberculosis
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deleteAlves, Nuno; Osorio, Nuno S.; Pereira, Vitor; Rocha, Miguel
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Domain Adaptation of the Whisper ASR Model for Tourism Call Center Transcription in Polish
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deleteBollin, Maria; Meler, Wojciech; Piesiewicz, Jan; Rabalski, Lukasz
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Hybrid Dropout for Deep Ordinal Classification
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deleteBerchez-Moreno, Francisco; Moreno-Cano, Francisco; Guijo-Rubio, David; Vargas, Victor M.; Gutierrez, Pedro A.; Hervas-Martinez, Cesar
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XAI for Univariate and Multivariate Time Series Forecasting. A Case Study on Electricity Consumption in Romania's National Electricity Network
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deleteDiaconu, Bogdan Marian; Popescu, Lumini. A. Georgeta
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Optimizing AI on the Edge: Partitioning Neural Networks Across Heterogeneous Accelerators
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deleteMika, Kevin; Kucza, Nils; Porrmann, Florian; Hagemeyer, Jens
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Hybrid AI Models for Structured Mobility Prediction in Metropolitan Areas
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deleteBrasoveanu, Adrian M. P.; Nixon, Lyndon J. B.; Scharl, Arno
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Reinforcement Learning for Mapless Navigation: Enhancing Exploration with Image-Based Rewards
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deleteKok, Vernon; Ezugwu, Absalom; Olusanya, Micheal
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Modeling Student-Subject Interactions with GNNs for Grade Prediction
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deleteAhmed Ali, Ghaidaa; Avila-Jimenez, Jose Luis; Al-Twijri, Mohammed Ibrahim; Ventura, Sebastian
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Evaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability
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deleteSchwenke, Leonid; Stueckemann, Till; Atzmueller, Martin
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Advancing Imminent Fracture Risk Prediction: Integrating Machine Learning with Enhanced Feature Engineering
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deleteMaghsoudimehrabani, Mohammad; Sykes, Edward R.
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Forecasting Non-stationary Time Series: A Comparison of Deep and Shallow Neural Network Architectures
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deleteMasunungure, Takudzwa; Engelbrecht, Andries
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Incremental Feature Learning of Shallow Feedforward Regression Neural Networks Using Particle Swarm Optimisation
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deleteNayler, Ross W.; Engelbrecht, Andries P.
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Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting
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deleteReina-Jimenez, Pablo; Martinez-Ballesteros, Maria; Riquelme, Jose C.
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Learning Heuristics for k-NANN-A*: A Deep Learning Approach
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deleteAldao, E.; Fernandez-Pardo, L. M.; Veiga-Lopez, F.; Chanel, C. P. C.; Watanabe, Y.; Gonzalez-Jorge, H.
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Knee Osteoarthritis Severity Grading Using Soft Labelling and Ordinal Classification
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deleteBerchez-Moreno, Francisco; Vargas, Victor M.; Gomez-Orellana, Antonio M.; Guijo-Rubio, David; Romeo, Luca; Conti, Edoardo; Gutierrez, Pedro A.; Hervas-Martinez, Cesar
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A Perceptron-Like Neural Network Implementing a Learning-Capable K-Nearest Neighbor Classifier
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deleteGoltsev, Alexander; Holtsev, Oleksii
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Decoding Brain Lobe Contributions in EEG for Automatic Detection of Obstructive Sleep Apnea
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deleteQuintuna, Jonathan; Changoluisa, Vinicio
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