The Artificial Intelligence & Information Mining (aiim - pronunced as i'm /aɪm/, and aim /eɪm/) is a collective of Individuals (/aɪm/) who share a common Interest (/eɪm/) in
Artificial Intelligence, Data Mining, and Machine Learning.

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News

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Events

Discovering Drift Phenomena in Evolving Landscape (DELTA 2024)
Workshop at ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2024), August 26, 2024 - Barcelona, Catalonia (Spain)

In today’s rapidly evolving landscape, integrating automated systems into various aspects of daily tasks is a primary objective for both industry and academia. …

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Graphs Counterfactual Explainability: A Comprehensive Landscape (AAAI 2024)
Tutorial at the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) on 20-21, Feb. 2024

Graph Neural Networks (GNNs) have proven highly effective in graph-related tasks, including Traffic Modeling, Learning Physical Simulations, Protein Modeling, and Large-scale Recommender Systems. …

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Digging into the Landscape of Graphs Counterfactual Explainability (AAAI 2024)
Laboratory at the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24) on 20-21, Feb. 2024

In this lab, we provide a hands-on experience to help users develop and evaluate novel Graph Counterfactual Explanation (GCE) methods using a simple and modular framework, GRETEL. …

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Graphs’ Counterfactual Explainability Landscape: current state and frontiers
Invited talk XAI.it 2023 - 4th Italian Workshop on Explainable Artificial Intelligence | co-located with AIxIA 2023 on 8, Nov. 2023

Graph Neural Networks (GNNs) have proven highly effective in graph-related tasks, including Traffic Modeling, Learning Physical Simulations, Protein Modeling, and Large-scale Recommender Systems. …

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Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023)
Workshop at the 45th European Conference on Information Retrieval (ECIR 2023) on April 2, 2023

Creating efficient and effective search and recommendation algorithms has been the main objective of industry practitioners …

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Developing and Evaluating Graph Counterfactual Explanation with GRETEL
Demo at WSDM 2023: The 16th ACM International Conference on Web Search and Data Mining on Mar. 2, 2023

This demo discusses the challenges of interpreting Graph Neural Networks (GNNs) in social networks and introduces Graph Counterfactual Explanation (GCE) methods as a solution …

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Involved People

Less Bright Minds

Prof. Carlotta Domeniconi
George Mason University
Prof. Giovanni Stilo
University of L'Aquila

Bright Minds

Dr. Bardh Prenkaj
Sapienza University of Rome

Structured Minds

Dr. Alessandro Celi
Dr. Alessandro Celi
University of L'Aquila

Graduate Minds

Mario A. Prado-Romero
Gran Sasso Science Institute

Past Graduate Minds

Hamed Sarvari
Hamed Sarvari
George Mason University
Dr. Lorenzo Madeddu
Ph.D., 2022 Now at AstraZeneca.
Dr.s Giorgia Di Tommaso
Ph.D., 2019 Now at Enel Group.
Prof. Jose Camacho Collados
Ph.D., 2018 Now at Cardiff University.

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