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Explainable Reinforcement Learning: A Survey4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.77-95, ⟨10.1007/978-3-030-57321-8_5⟩
Conference papers
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A Machine Learning Study of Comorbidity of Dyslexia and Attention Deficiency Hyperactivity Disorder3rd International Conference on Computational Intelligence in Data Science (ICCIDS), Feb 2020, Chennai, India. pp.305-311, ⟨10.1007/978-3-030-63467-4_24⟩
Conference papers
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PUA Detection Based on Bundle Installer Characteristics34th IFIP Annual Conference on Data and Applications Security and Privacy (DBSec), Jun 2020, Regensburg, Germany. pp.261-273, ⟨10.1007/978-3-030-49669-2_15⟩
Conference papers
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Unsupervised Anomaly Detection of Healthcare Providers Using Generative Adversarial Networks19th Conference on e-Business, e-Services and e-Society (I3E), Apr 2020, Skukuza, South Africa. pp.419-430, ⟨10.1007/978-3-030-44999-5_35⟩
Conference papers
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A Medical Support System for Prostate Cancer Based on Ensemble Method in Developing Countries17th IFIP International Conference on Network and Parallel Computing (NPC), Sep 2020, Zhengzhou, China. pp.361-372, ⟨10.1007/978-3-030-79478-1_31⟩
Conference papers
hal-03768755v1
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Property-Based Testing for Parameter Learning of Probabilistic Graphical Models4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.499-515, ⟨10.1007/978-3-030-57321-8_28⟩
Conference papers
hal-03414744v1
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Sentiment Analysis of Bengali Tweets Using Deep Learning3rd International Conference on Computational Intelligence in Data Science (ICCIDS), Feb 2020, Chennai, India. pp.71-84, ⟨10.1007/978-3-030-63467-4_6⟩
Conference papers
hal-03434785v1
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Applying AI in Practice: Key Challenges and Lessons Learned4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.451-471, ⟨10.1007/978-3-030-57321-8_25⟩
Conference papers
hal-03414730v1
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A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.191-208, ⟨10.1007/978-3-030-57321-8_11⟩
Conference papers
hal-03414735v1
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The Ianos Cyclone (September 2020, Greece) from Perspective of Utilizing Social Networks for DM5th International Conference on Information Technology in Disaster Risk Reduction (ITDRR), Dec 2020, Sofia, Bulgaria. pp.160-169, ⟨10.1007/978-3-030-81469-4_13⟩
Conference papers
hal-03761642v1
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Detecting Attacks on a Water Treatment System Using Oneclass Support Vector Machines16th IFIP International Conference on Digital Forensics (DigitalForensics), Jan 2020, New Delhi, India. pp.95-108, ⟨10.1007/978-3-030-56223-6_6⟩
Conference papers
hal-03657239v1
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Automatic Questionnaire and Interactive Session Generation from Videos3rd International Conference on Computational Intelligence in Data Science (ICCIDS), Feb 2020, Chennai, India. pp.205-212, ⟨10.1007/978-3-030-63467-4_16⟩
Conference papers
hal-03434799v1
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Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.1-16, ⟨10.1007/978-3-030-57321-8_1⟩
Conference papers
hal-03414756v1
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Combining Machine and Automata Learning for Network Traffic Classification3rd International Conference on Topics in Theoretical Computer Science (TTCS), Jul 2020, Tehran, Iran. pp.17-31, ⟨10.1007/978-3-030-57852-7_2⟩
Conference papers
hal-03165385v1
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Automatic Fairness Testing of Machine Learning Models32th IFIP International Conference on Testing Software and Systems (ICTSS), Dec 2020, Naples, Italy. pp.255-271, ⟨10.1007/978-3-030-64881-7_16⟩
Conference papers
hal-03239825v1
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Using Government Data and Machine Learning for Predicting Firms’ Vulnerability to Economic Crisis19th International Conference on Electronic Government (EGOV), Aug 2020, Linköping, Sweden. pp.345-358, ⟨10.1007/978-3-030-57599-1_26⟩
Conference papers
hal-03282760v1
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Active Learning for Auditory Hierarchy4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.365-384, ⟨10.1007/978-3-030-57321-8_20⟩
Conference papers
hal-03414715v1
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Privacy-Preserving Anomaly Detection Using Synthetic Data34th IFIP Annual Conference on Data and Applications Security and Privacy (DBSec), Jun 2020, Regensburg, Germany. pp.195-207, ⟨10.1007/978-3-030-49669-2_11⟩
Conference papers
hal-03243628v1
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Experimental Application of Machine Learning on Financial Inclusion Data for Governance in Eswatini19th Conference on e-Business, e-Services and e-Society (I3E), Apr 2020, Skukuza, South Africa. pp.414-425, ⟨10.1007/978-3-030-45002-1_36⟩
Conference papers
hal-03774202v1
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An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.517-534, ⟨10.1007/978-3-030-57321-8_29⟩
Conference papers
hal-03414739v1
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eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.159-172, ⟨10.1007/978-3-030-57321-8_9⟩
Conference papers
hal-03414738v1
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DroidAutoML: A Microservice Architecture to Automate the Evaluation of Android Machine Learning Detection SystemsDAIS - 20th IFIP International Conference on Distributed Applications and Interoperable Systems, Jun 2020, Valletta, Malta. pp.148-165, ⟨10.1007/978-3-030-50323-9_10⟩
Conference papers
hal-03223251v1
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Learning-Based Evaluation of Routing Protocol in Vehicular Network Using WEKA17th IFIP International Conference on Network and Parallel Computing (NPC), Sep 2020, Zhengzhou, China. pp.55-67, ⟨10.1007/978-3-030-79478-1_5⟩
Conference papers
hal-03768737v1
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Non-interactive Private Decision Tree Evaluation34th IFIP Annual Conference on Data and Applications Security and Privacy (DBSec), Jun 2020, Regensburg, Germany. pp.174-194, ⟨10.1007/978-3-030-49669-2_10⟩
Conference papers
hal-03243640v1
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Procedural Creation of Behavior Trees for NPCs19th International Conference on Entertainment Computing (ICEC), Nov 2020, Xi'an, China. pp.285-296, ⟨10.1007/978-3-030-65736-9_26⟩
Conference papers
hal-03686014v1
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Enhancing the Feature Profiles of Web Shells by Analyzing the Performance of Multiple Detectors16th IFIP International Conference on Digital Forensics (DigitalForensics), Jan 2020, New Delhi, India. pp.57-72, ⟨10.1007/978-3-030-56223-6_4⟩
Conference papers
hal-03657237v1
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Back to the Feature: A Neural-Symbolic Perspective on Explainable AI4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.39-55, ⟨10.1007/978-3-030-57321-8_3⟩
Conference papers
hal-03414734v1
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Irony Detection in Bengali Tweets: A New Dataset, Experimentation and Results3rd International Conference on Computational Intelligence in Data Science (ICCIDS), Feb 2020, Chennai, India. pp.112-127, ⟨10.1007/978-3-030-63467-4_9⟩
Conference papers
hal-03434776v1
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Calibrating Human-AI Collaboration: Impact of Risk, Ambiguity and Transparency on Algorithmic Bias4th International Cross-Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE), Aug 2020, Dublin, Ireland. pp.431-449, ⟨10.1007/978-3-030-57321-8_24⟩
Conference papers
hal-03414725v1
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Malware Family Classification Model Using User Defined Features and Representation Learning3rd International Conference on Computational Intelligence in Data Science (ICCIDS), Feb 2020, Chennai, India. pp.185-195, ⟨10.1007/978-3-030-63467-4_14⟩
Conference papers
hal-03434789v1
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