Search Results - "Riccardo Guidotti"

Correction to: Human migration: the big data perspective.

Authors: Sîrbu, Alina Andrienko, Gennady Andrienko, Natalia et al.

Source: International Journal of Data Science & Analytics; Jun2021, Vol. 12 Issue 1, p77-77, 1p

Four Decades of Symbolic Knowledge Extraction from Sub-Symbolic Predictors. A Survey.

Authors: Sabbatini, Federico

Source: ACM Computing Surveys; Mar2026, Vol. 58 Issue 3, p1-36, 36p

Subject Terms: LATENT variables, DATA mining, EVALUATION methodology

Decoding Fake News and Hate Speech: A Survey of Explainable AI Techniques.

Authors: Ngueajio, Mikel K. Aryal, Saurav Atemkeng, Marcellin et al.

Source: ACM Computing Surveys; Jul2025, Vol. 57 Issue 7, p1-37, 37p

Subject Terms: DATA mining, MACHINE learning, ARTIFICIAL intelligence, SPEECH perception, HATE speech, AUTOMATIC speech recognition

Human-centric artificial intelligence architecture for industry 5.0 applications.

Authors: Rožanec, Jože M. Novalija, Inna Zajec, Patrik et al.

Source: International Journal of Production Research; Oct2023, Vol. 61 Issue 20, p6847-6872, 26p, 2 Color Photographs, 2 Black and White Photographs, 2 Graphs

Subject Terms: ARTIFICIAL intelligence, ACTIVE learning, TRUST, BIG data, MANUFACTURING industries

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.

Authors: Nanni, Mirco Andrienko, Gennady Barabási, Albert-László et al.

Source: Ethics & Information Technology; Nov2021 Supplement 1, Vol. 23, p1-6, 6p

Subject Terms: COVID-19, ELECTRONIC surveillance, STAY-at-home orders, CONTACT tracing, SENSE data, PERSONALLY identifiable information

Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances.

Authors: Gharoun, Hassan Momenifar, Fereshteh Chen, Fang et al.

Source: ACM Computing Surveys; Dec2024, Vol. 56 Issue 12, p1-41, 41p

Subject Terms: ARTIFICIAL neural networks, ARTIFICIAL intelligence, PATTERN recognition systems, GRAPH neural networks, CONVOLUTIONAL neural networks, DEEP learning, EUCLIDEAN distance, METAHEURISTIC algorithms

Explainable Artificial Intelligence

Authors: Riccardo Guidotti Ute Schmid Luca Longo

Resource Type: eBook.

Categories: COMPUTERS / Artificial Intelligence / General

A Functionally-Grounded Benchmark Framework for XAI Methods: Insights and Foundations from a Systematic Literature Review.

Authors: Canha, Dulce Kubler, Sylvain Främling, Kary et al.

Source: ACM Computing Surveys; Dec2025, Vol. 57 Issue 12, p1-40, 40p

Modeling inter-city population flows: a Deep Radiation model with multisource geographic features.

Authors: Liu, Jingjing Xu, Lei Ma, Le et al.

Source: International Journal of Digital Earth; Dec2025, Vol. 18 Issue 1, p1-29, 29p

Subject Terms: URBANIZATION, ECONOMIC development, POPULATION dynamics, REGIONAL planning, RURAL-urban migration, ARTIFICIAL neural networks, MASS migrations, GEOGRAPHIC mobility

"A Good Bot Always Knows Its Limitations": Assessing Autonomous System Decision-Making Competencies through Factorized Machine Self-Confidence.

Authors: Israelsen, Brett Ahmed, Nisar R. Aitken, Matthew et al.

Source: ACM Transactions on Human-Robot Interaction; Dec2025, Vol. 14 Issue 4, p1-63, 63p

Subject Terms: SELF-confidence, DECISION making, METACOGNITION, STATISTICAL decision making, AUTONOMOUS robots, EVALUATION methodology, MARKOV processes

GCFExplainer: Global Counterfactual Explainer for Graph Neural Networks.

Authors: KOSAN, MERT ZEXI HUANG MEDYA, SOURAV et al.

Source: ACM Transactions on Intelligent Systems & Technology; Oct2025, Vol. 16 Issue 5, p1-23, 23p

Subject Terms: GRAPH neural networks, COUNTERFACTUALS (Logic), MACHINE learning, RANDOM walks

Shape-based methods in mobility data analysis: effectiveness and limitations.

Authors: Landi, Cristiano Guidotti, Riccardo

Source: GeoInformatica; Oct2025, Vol. 29 Issue 4, p999-1032, 34p

Subject Terms: TRAJECTORIES (Mechanics), FEATURE extraction, CLASSIFICATION, DATA analysis, GENERALIZABILITY theory

A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects.

Authors: Cheng, Qing Zeng, Zefan Hu, Xingchen et al.

Source: ACM Computing Surveys; Mar2026, Vol. 58 Issue 3, p1-37, 37p

Subject Terms: CAUSATION (Philosophy), TAXONOMY

Gender Differences in the Migration Process: A Narrative Literature Review.

Authors: Anastasiadou, Athina Kim, Jisu Sanlitürk, Ebru et al.

Source: Population & Development Review; Dec2024, Vol. 50 Issue 4, p961-996, 36p

Subject Terms: GENDER inequality, HUMAN migrations, LABOR market, CONTENT analysis, DATA analysis

Beyond Decision: Android Malware Description Generation through Profiling Malicious Behavior Trajectory.

Authors: Wu, Chunlian Chen, Sen Li, Jiaming et al.

Source: ACM Transactions on Software Engineering & Methodology; Sep2025, Vol. 34 Issue 7, p1-39, 39p

Subject Terms: MALWARE, STATISTICAL accuracy, KNOWLEDGE graphs, USER-centered system design

Reviews & Products: ANDROID (Operating system)

ALERT: Active Learning and Explainable AI for Robust Threat Detection in Telegram.

Authors: Ravi, Kamalakkannan Yuan, Jiann-Shiun

Source: Digital Threats: Research & Practice; Sep2025, Vol. 6 Issue 3, p1-18, 18p

Subject Terms: ACTIVE learning, CYBERTERRORISM, RISK assessment, ARTIFICIAL intelligence, MACHINE learning, RIGHT-wing extremism, EXTREMISTS

Reviews & Products: TELEGRAM (Web resource)

Understanding User Preferences in Explainable Artificial Intelligence: A Mapping Function Proposal.

Authors: HASHEMI, MARYAM DAREJEH, ALI CRUZ, FRANCISCO

Source: ACM Transactions on Intelligent Systems & Technology; Aug2025, Vol. 16 Issue 4, p1-37, 37p

Subject Terms: ARTIFICIAL intelligence, INFORMATION needs, CONCEPT mapping

Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications.

Authors: GRECO, SALVATORE LA QUATRA, MORENO CAGLIERO, LUCA et al.

Source: ACM Transactions on Intelligent Systems & Technology; Aug2025, Vol. 16 Issue 4, p1-24, 24p

Subject Terms: GENDER-neutral language, DIVERSITY & inclusion policies, ARTIFICIAL intelligence, DEEP learning, PROOFREADING, COMPUTATIONAL linguistics, ACADEMIC discourse

Can Interpretability of Deep Learning Models Detect Textual Adversarial Distribution?

Authors: ALHAZMI, AHOUD ALJUBAIRY, ABDULWAHAB WEI EMMA ZHANG et al.

Source: ACM Transactions on Intelligent Systems & Technology; Aug2025, Vol. 16 Issue 4, p1-24, 24p

Subject Terms: NATURAL language processing, DETECTION algorithms, DEEP learning, ARTIFICIAL neural networks

Clustering of Futsal Interest Level Among Students K-Means Method.

Authors: Bagaswara, Faris Muthalib, Muchlis Abd Meiyanti, Rini

Source: International Journal of Engineering Science & Information Technology; 2025, Vol. 5 Issue 3, p41-50, 10p

Subject Terms: INDOOR soccer, K-means clustering, STUDENT interests, OUTLIER detection, DATA mining