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Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

ECML PKDD 2020 Workshops, p.417-431

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A Contextual-Bandit Algorithm for Mobile Context-Aware Recommender System

Neural Information Processing, p.324-331

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Implementation of eXplainable Artificial Intelligence: Case Study on the Assessment of Movements to Support Neuromotor Rehabilitation

Computational Science and Its Applications – ICCSA 2023, p.564-580

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TREE-GPT: MODULAR LARGE LANGUAGE MODEL EXPERT SYSTEM FOR FOREST REMOTE SENSING IMAGE UNDERSTANDING AND INTERACTIVE ANALYSIS

International archives of the photogrammetry, remote sensing and spatial information sciences., 2023, Vol.XLVIII-1/W2-2023, p.1729-1736

2023

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Case Law Analysis with Machine Learning in Brazilian Court

Recent Trends and Future Technology in Applied Intelligence, p.857-868

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Making the Best of Cases by Approximation, Interpolation and Extrapolation

Case-Based Reasoning Research and Development, 2018, p.580-596

2018

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The Role of Artificial Intelligence in the European e-Justice Paradigm – Suiting Effective Judicial Protection Demands

Progress in Artificial Intelligence, p.299-308

Covelo de Abreu, Joana

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A Reliable Information Acquisition Model for D&D Players

Progress in Artificial Intelligence, p.73-85

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Vox2Vox: 3D-GAN for Brain Tumour Segmentation

BRAINLESION: GLIOMA, MULTIPLE SCLEROSIS, STROKE AND TRAUMATIC BRAIN INJURIES (BRAINLES 2020), PT I, 2021, p.274-284

2021

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Automated recognition of geographical named entities in titles of Ukiyo-e prints

Journal of the ACM, 2021, p.70

2021

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Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021, p.2926-2933

2021

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A Data Mining Approach Applied to the High School National Examination: Analysis of Aspects of Candidates to Brazilian Universities

Progress in Artificial Intelligence, p.3-14

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Artificial Intelligence in Cybersecurity: The Use of AI Along the Cyber Kill Chain

Computational Collective Intelligence, p.406-416

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The Identification and Creation of Ontologies for the Use in Law Enforcement AI Solutions – MAGNETO Platform Use Case

Computational Collective Intelligence, p.335-345

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Considerations for Human-Machine Teaming in Cybersecurity

Augmented Cognition, p.153-168

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Enhancing Neuropsychological Testing with Gamification and Tangible Interfaces: The Baking Tray Task

Biomedical Applications Based on Natural and Artificial Computing, p.147-156

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I2SL: Learn How to Swarm Autonomous Quadrotors Using Iterative Imitation Supervised Learning

Progress in Artificial Intelligence, p.418-432

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Learning from Monkeys: Authorship Issues Arising from AI Technology

Progress in Artificial Intelligence, p.275-286

Ciani, Jacopo

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Application of Artificial Intelligence to Adaptive Instruction - Combining the Concepts

Adaptive Instructional Systems, p.542-556

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KNOWLEDGE GRAPH ENABLED REPRESENTATION AND EXPLORATION FOR URBAN HISTORICAL BUILDINGS: A CASE STUDY IN BEIJING, CHINA

International archives of the photogrammetry, remote sensing and spatial information sciences., 2022, Vol.XLVIII-3/W2-2022, p.1-7

2022

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Investigating Textual Case-Based XAI

Case-Based Reasoning Research and Development, p.431-447

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Rexy, A Configurable Application for Building Virtual Teaching Assistants

Human-Computer Interaction – INTERACT 2019, p.233-241

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Deep Learning Based Classification System for Identifying Weeds Using High-Resolution UAV Imagery

Intelligent Computing, 2018, Vol.857, p.176-187

2018

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SMACE: A New Method for the Interpretability of Composite Decision Systems

Machine Learning and Knowledge Discovery in Databases, 2023, Vol.LNCS. LNAI - 13713, p.325-339

2023

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Artificial Intelligence and Predictive Justice: Limitations and Perspectives

Recent Trends and Future Technology in Applied Intelligence, p.889-897

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Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

A Contextual-Bandit Algorithm for Mobile Context-Aware Recommender System

Implementation of eXplainable Artificial Intelligence: Case Study on the Assessment of Movements to Support Neuromotor Rehabilitation

TREE-GPT: MODULAR LARGE LANGUAGE MODEL EXPERT SYSTEM FOR FOREST REMOTE SENSING IMAGE UNDERSTANDING AND INTERACTIVE ANALYSIS

Case Law Analysis with Machine Learning in Brazilian Court

Making the Best of Cases by Approximation, Interpolation and Extrapolation

The Role of Artificial Intelligence in the European e-Justice Paradigm – Suiting Effective Judicial Protection Demands

A Reliable Information Acquisition Model for D&D Players

Vox2Vox: 3D-GAN for Brain Tumour Segmentation

Automated recognition of geographical named entities in titles of Ukiyo-e prints

Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR

A Data Mining Approach Applied to the High School National Examination: Analysis of Aspects of Candidates to Brazilian Universities

Artificial Intelligence in Cybersecurity: The Use of AI Along the Cyber Kill Chain

The Identification and Creation of Ontologies for the Use in Law Enforcement AI Solutions – MAGNETO Platform Use Case

Considerations for Human-Machine Teaming in Cybersecurity

Enhancing Neuropsychological Testing with Gamification and Tangible Interfaces: The Baking Tray Task

I2SL: Learn How to Swarm Autonomous Quadrotors Using Iterative Imitation Supervised Learning

Learning from Monkeys: Authorship Issues Arising from AI Technology

Application of Artificial Intelligence to Adaptive Instruction - Combining the Concepts

KNOWLEDGE GRAPH ENABLED REPRESENTATION AND EXPLORATION FOR URBAN HISTORICAL BUILDINGS: A CASE STUDY IN BEIJING, CHINA

Investigating Textual Case-Based XAI

Rexy, A Configurable Application for Building Virtual Teaching Assistants

Deep Learning Based Classification System for Identifying Weeds Using High-Resolution UAV Imagery

SMACE: A New Method for the Interpretability of Composite Decision Systems

Artificial Intelligence and Predictive Justice: Limitations and Perspectives

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