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Author

Lorenzo Malandri

Observed names: Malandri L., Malandri, Lorenzo, malandri, lorenzo
ORCID: 0000-0002-0222-9365
Observed ORCID: 0000-0002-0222-9365
OpenAlex ID: A5046882068
A survey on XAI and natural language explanations
2022 · Erik Cambria, Lorenzo Malandri, et al. · Information Processing & Management · 131
Public Mood–Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management
2018 · Lorenzo Malandri, Frank Z. Xing, et al. · Cognitive Computation · 86
Skills2Job: A recommender system that encodes job offer embeddings on graph databases
2020 · Anna Giabelli, Lorenzo Malandri, et al. · Applied Soft Computing · 83
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets
2020 · Frank Xing, Lorenzo Malandri, et al. · International Conference on Computational Linguistics · 79
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XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification
2022 · Noemi Gozzi, Lorenzo Malandri, et al. · Knowledge-Based Systems · 60
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Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods
2024 · Mirko Cesarini, Lorenzo Malandri, et al. · Cognitive Computation · 36
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MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market
2020 · Lorenzo Malandri, Fabio Mercorio, et al. · Computers in Industry · 35
Discovering Bayesian Market Views for Intelligent Asset Allocation
2019 · Frank Z. Xing, Erik Cambria, et al. · Lecture notes in computer science · 35
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GraphLMI: A data driven system for exploring labor market information through graph databases
2020 · Anna Giabelli, Lorenzo Malandri, et al. · Multimedia Tools and Applications · 33
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer
2022 · Lorenzo Malandri, Fabio Mercorio, et al. · Cognitive Computation · 32
Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction
2018 · Andrea Picasso Ratto, Simone Merello, et al. · IEEE Symposium Series on Computational Intelligence (SSCI) · 29
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations
2020 · Anna Giabelli, Lorenzo Malandri, et al. · Lecture notes in computer science · 27
ContrXT: Generating contrastive explanations from any text classifier
2021 · Lorenzo Malandri, Fabio Mercorio, et al. · Information Fusion · 20
FFTree: A flexible tree to handle multiple fairness criteria
2022 · Alessandro Castelnovo, Andrea Cosentini, et al. · Information Processing & Management · 17
WETA: Automatic taxonomy alignment via word embeddings
2022 · Anna Giabelli, Lorenzo Malandri, et al. · Computers in Industry · 17
Embeddings Evaluation Using a Novel Measure of Semantic Similarity
2022 · Anna Giabelli, Lorenzo Malandri, et al. · Cognitive Computation · 16
Towards Fairness Through Time
2021 · Alessandro Castelnovo, Lorenzo Malandri, et al. · Communications in computer and information science · 15
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models
2024 · Cambria, Erik, Malandri, Lorenzo, et al. · arXiv (Cornell University) · 14
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Model-contrastive explanations through symbolic reasoning
2023 · Lorenzo Malandri, Fabio Mercorio, et al. · Decision Support Systems · 14
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement
2021 · Lorenzo Malandri, Fabio Mercorio, et al. · Lecture notes in computer science · 12
NEO: A System for Identifying New Emerging Occupation from Job Ads
2021 · Anna Giabelli, Lorenzo Malandri, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 11
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Soft computing for recommender systems and sentiment analysis
2022 · Lorenzo Malandri, Carlos Porcel, et al. · Applied Soft Computing · 9
MEET: A Method for Embeddings Evaluation for Taxonomic Data
2020 · Lorenzo Malandri, Fabio Mercorio, et al. · IEEE ... International Conference on Data Mining workshops · 8
SkiLLMo: Normalized ESCO Skill Extraction through Transformer Models
2025 · Lorenzo Malandri, Fabio Mercorio, et al. · ACM Symposium on Applied Computing · 7
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Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem
2021 · Anna Giabelli, Lorenzo Malandri, et al. · International Joint Conference on Artificial Intelligence · 7
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Works count: 54
Citation count: 869
H-index: 16
I10-index: 21
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