Lorenzo Malandri

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Asset Allocation

Top Venues

Inf. Process. Manag.

Publications

Roberto Ascari, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
A Fistful of Vectors: A Tool for Intrinsic Evaluation of Word Embeddings. Cogn. Comput. 16 (3) (2024)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Model-contrastive explanations through symbolic reasoning. Decis. Support Syst. 176 (2024)
Weijie Xu, Zicheng Huang, Wenxiang Hu, Xi Fang, Rajesh Kumar Cherukuri, Naumaan Nayyar, Lorenzo Malandri, Srinivasan H. Sengamedu
HR-MultiWOZ: A Task Oriented Dialogue (TOD) Dataset for HR LLM Agent. CoRR (2024)
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Andrea Seveso
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models. CoRR (2024)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer. Cogn. Comput. 15 (2) (2023)
Alessandro Castelnovo, Nicole Inverardi, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Leveraging Group Contrastive Explanations for Handling Fairness. xAI (3) (2023)
Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
A survey on XAI and natural language explanations. Inf. Process. Manag. 60 (1) (2023)
Simone D'Amico, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
KRAKEN: A Novel Semantic-Based Approach for Keyphrases Extraction. KDIR (2023)
Alessandro Castelnovo, Andrea Cosentini, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
FFTree: A flexible tree to handle multiple fairness criteria. Inf. Process. Manag. 59 (6) (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
Embeddings Evaluation Using a Novel Measure of Semantic Similarity. Cogn. Comput. 14 (2) (2022)
Nicola Alimonda, Luca Guidotto, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Giovanni Tosi
A Survey on XAI for Cyber Physical Systems in Medicine. MetroXRAINE (2022)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers. IJCAI (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
GraphLMI: A data driven system for exploring labor market information through graph databases. Multim. Tools Appl. 81 (3) (2022)
Lorenzo Malandri, Carlos Porcel, Frank Xing, Jesús Serrano-Guerrero, Erik Cambria
Soft computing for recommender systems and sentiment analysis. Appl. Soft Comput. 118 (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
WETA: Automatic taxonomy alignment via word embeddings. Comput. Ind. 138 (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract). AAAI (2022)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani, Andrea Seveso
ContrXT: Generating contrastive explanations from any text classifier. Inf. Fusion 81 (2022)
Noemi Gozzi, Lorenzo Malandri, Fabio Mercorio, Alessandra Pedrocchi
XAI for myo-controlled prosthesis: Explaining EMG data for hand gesture classification. Knowl. Based Syst. 240 (2022)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Skills2Job: A recommender system that encodes job offer embeddings on graph databases. Appl. Soft Comput. 101 (2021)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. IJCAI (2021)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
MEET-LM: A method for embeddings evaluation for taxonomic data in the labour market. Comput. Ind. 124 (2021)
Navid Nobani, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract). AAAI (2021)
Andrea Seveso, Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract). AAAI (2021)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement. ECML/PKDD (3) (2021)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
NEO: A System for Identifying New Emerging Occupation from Job Ads. AAAI (2021)
Alessandro Castelnovo, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Cosentini
Towards Fairness Through Time. PKDD/ECML Workshops (1) (2021)
Frank Z. Xing, Lorenzo Malandri, Yue Zhang, Erik Cambria
Financial Sentiment Analysis: An Investigation into Common Mistakes and Silver Bullets. COLING (2020)
Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
MEET: A Method for Embeddings Evaluation for Taxonomic Data. ICDM (Workshops) (2020)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations. ISWC (2) (2020)
Chen Qian, Iti Chaturvedi, Soujanya Poria, Erik Cambria, Lorenzo Malandri
Learning Visual Concepts in Images Using Temporal Convolutional Networks. SSCI (2018)
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
Discovering Bayesian Market Views for Intelligent Asset Allocation. CoRR (2018)
Andrea Picasso Ratto, Simone Merello, Luca Oneto, Yukun Ma, Lorenzo Malandri, Erik Cambria
Ensemble of Technical Analysis and Machine Learning for Market Trend Prediction. SSCI (2018)
Lorenzo Malandri, Frank Z. Xing, Carlotta Orsenigo, Carlo Vercellis, Erik Cambria
Public Mood-Driven Asset Allocation: the Importance of Financial Sentiment in Portfolio Management. Cogn. Comput. 10 (6) (2018)
Frank Z. Xing, Erik Cambria, Lorenzo Malandri, Carlo Vercellis
Discovering Bayesian Market Views for Intelligent Asset Allocation. ECML/PKDD (3) (2018)