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TITLE: Ethical and Technological AI Risks Classification: A Human Vs Machine Approach
AUTHORS: Teixeira, Sonia ; Veloso, Bruno ; Rodrigues, Jose Coelho ; Gama, Joao ;
PUBLISHED: 2023, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I, VOLUME: 1752

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TITLE: Fairness Analysis in Causal Models: An Application to Public Procurement
AUTHORS: Sónia Teixeira ; Ana Rita Nogueira ; João Gama;
PUBLISHED: 2023, SOURCE: Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part II, VOLUME: 2134

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TITLE: Interactive Data Visualizations for Teaching Civic Statistics
AUTHORS: Jim Ridgway; Pedro Campos ; James Nicholson; Sónia Teixeira ;
PUBLISHED: 2023, SOURCE: Statistics for Empowerment and Social Engagement: Teaching Civic Statistics to Develop Informed Citizens

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TITLE: Lesson Plan Approaches: Tasks That Motivate Students to Think
AUTHORS: Anna Trostianitser; Sónia Teixeira ; Pedro Campos ;
PUBLISHED: 2023, SOURCE: Statistics for Empowerment and Social Engagement: Teaching Civic Statistics to Develop Informed Citizens

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TITLE: An Exploratory Diagnosis of Artificial Intelligence Risks for a Responsible Governance
AUTHORS: Sónia Teixeira ; José Rodrigues ; Bruno Veloso ; João Gama ;
PUBLISHED: 2022, SOURCE: 15th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2022 in 15th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2022, Guimarães, Portugal, October 4-7, 2022

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TITLE: Challenges of Data-Driven Decision Models: Implications for Developers and for Public Policy Decision-Makers
AUTHORS: Sónia Teixeira ; José Coelho Rodrigues ; Bruno Veloso ; João Gama;
PUBLISHED: 2022, SOURCE: Advances in Urban Design and Engineering

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TITLE: Humans Versus Machines: The Perspective of Two Different Approaches in Classification for Ethical Design
AUTHORS: Teixeira, Sonia ; Rodrigues, Jose; Veloso, Bruno ; Gama, Joao ;
PUBLISHED: 2022, SOURCE: ERCIM NEWS, VOLUME: 2022, ISSUE: 131

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TITLE: Hyper-parameter Optimization for Latent Spaces
AUTHORS: Veloso, B ; Caroprese, L; Konig, M; Teixeira, S ; Manco, G; Hoos, HH; Gama, J ;
PUBLISHED: 2021, SOURCE: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2021: RESEARCH TRACK, PT III, VOLUME: 12977

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TITLE: Improving Smart Waste Collection Using AutoML
AUTHORS: Teixeira, Sonia ; Londres, Guilherme; Veloso, Bruno ; Ribeiro, Rita P. ; Gama, Joao ;
PUBLISHED: 2021, SOURCE: 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, PT II, VOLUME: 1525

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