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@inproceedings{DBLP:conf/explains/AhujaSD24,
  author       = {Sony K. Ahuja and
                  Deepti D. Shrimankar and
                  Aditi R. Durge},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Design of an Iterative Method for Deep Multimodal Feature Fusion in
                  Heart Disease Diagnostics Utilizing Explainable {AI}},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {87--95},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012899400003886},
  doi          = {10.5220/0012899400003886},
  timestamp    = {Thu, 12 Dec 2024 14:48:56 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/AhujaSD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/Antsiperov24,
  author       = {Viacheslav E. Antsiperov},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Neuromorphic Encoding / Decoding of Data-Event Streams Based on the
                  Poisson Point Process Model},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {139--146},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013015500003886},
  doi          = {10.5220/0013015500003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/Antsiperov24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/BertolottoPP24,
  author       = {Simone Bertolotto and
                  Andr{\'{e}} Panisson and
                  Alan Perotti},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {LLM-Generated Class Descriptions for Semantically Meaningful Image
                  Classification},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {50--61},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013060800003886},
  doi          = {10.5220/0013060800003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/BertolottoPP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/DaoleDMMRS24,
  author       = {Mattia Daole and
                  Pietro Ducange and
                  Francesco Marcelloni and
                  Giustino Claudio Miglionico and
                  Alessandro Renda and
                  Alessio Schiavo},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {XAIMed: {A} Diagnostic Support Tool for Explaining {AI} Decisions
                  on Medical Images},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {27--37},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012942000003886},
  doi          = {10.5220/0012942000003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/DaoleDMMRS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/Eftimov24,
  author       = {Tome Eftimov},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Trustworthy Benchmarking for Black-Box Single-Objective Optimization},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {5},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/Eftimov24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/Fluri24,
  author       = {Lars Fluri},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Feature Importance for Deep Neural Networks: {A} Comparison of Predictive
                  Power, Infidelity and Sensitivity},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {15--26},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012903300003886},
  doi          = {10.5220/0012903300003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/Fluri24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/HuangKBS24,
  author       = {Qi Huang and
                  Sofoklis Kitharidis and
                  Thomas B{\"{a}}ck and
                  Niki van Stein},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations
                  for Time-Series Classification},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {62--74},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013066400003886},
  doi          = {10.5220/0013066400003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/HuangKBS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/KimKS24,
  author       = {Kunyoung Kim and
                  Donggyu Kim and
                  Mye M. Sohn},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Graph Hierarchy and Language Model-Based Explainable Entity Alignment
                  of Knowledge Graphs},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {124--131},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013012300003886},
  doi          = {10.5220/0013012300003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/KimKS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/LogemannV24,
  author       = {Torben Logemann and
                  Eric M. S. P. Veith},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Analyzing Exact Output Regions of Reinforcement Learning Policy Neural
                  Networks for High-Dimensional Input-Output Spaces},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {96--107},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012928000003886},
  doi          = {10.5220/0012928000003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/LogemannV24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/MiglionicoDMP24,
  author       = {Giustino Claudio Miglionico and
                  Pietro Ducange and
                  Francesco Marcelloni and
                  Witold Pedrycz},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers:
                  {A} Comparative Analysis for Brain Tumor Classification in {MRI} Images},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {108--115},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012940500003886},
  doi          = {10.5220/0012940500003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/MiglionicoDMP24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/MoreiraFL24,
  author       = {Alexandre Moreira and
                  Artur Ferreira and
                  Nuno Leite},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Prediction of Alzheimer Disease on the {DARWIN} Dataset with Dimensionality
                  Reduction and Explainability Techniques},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {38--49},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013017400003886},
  doi          = {10.5220/0013017400003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/MoreiraFL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/NirenburgMGO24,
  author       = {Sergei Nirenburg and
                  Marjorie McShane and
                  Kenneth W. Goodman and
                  Sanjay Oruganti},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Explaining Explaining},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {116--123},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013000600003886},
  doi          = {10.5220/0013000600003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/NirenburgMGO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/NisbetO24,
  author       = {N. Nisbet and
                  Joanna Isabelle Olszewska},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Computer Vision Based Smart Security System for Explainable Edge Computing},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {147--154},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013016300003886},
  doi          = {10.5220/0013016300003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/NisbetO24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/Ochoa24,
  author       = {Gabriela Ochoa},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Search Trajectories Illuminated},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {7},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/Ochoa24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/Ribeiro24,
  author       = {Rita P. Ribeiro},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Predictive Maintenance for Industry 4.0 {\&} 5.0},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {9},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/Ribeiro24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/TaoB24,
  author       = {Devon Tao and
                  Lucas Bang},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Fitness Landscape Analysis of a Cell-Based Neural Architecture Search
                  Space},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {77--86},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0012892400003886},
  doi          = {10.5220/0012892400003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/TaoB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/explains/ZafaranchiLRSF24,
  author       = {Arman Zafaranchi and
                  Francesca Lizzi and
                  Alessandra Retico and
                  Camilla Scapicchio and
                  Maria Evelina Fantacci},
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Explainability Applied to a Deep-Learning Based Algorithm for Lung
                  Nodule Segmentation},
  booktitle    = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  pages        = {132--138},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0013014600003886},
  doi          = {10.5220/0013014600003886},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/ZafaranchiLRSF24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/explains/2024,
  editor       = {Francesco Marcelloni and
                  Kurosh Madani and
                  Niki van Stein and
                  Joaquim Filipe},
  title        = {Proceedings of the 1st International Conference on Explainable {AI}
                  for Neural and Symbolic Methods, {EXPLAINS} 2024, Porto, Portugal,
                  November 20-22, 2024},
  publisher    = {{SCITEPRESS}},
  year         = {2024},
  url          = {https://doi.org/10.5220/0000185800003886},
  doi          = {10.5220/0000185800003886},
  isbn         = {978-989-758-720-7},
  timestamp    = {Thu, 12 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/explains/2024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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