Allegra De Filippo

52 papers A* 5A 6B 4C 1Misc 1Journal 12Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Balancing carbon footprint and algorithm performance in recommender systems: A comprehensive benchmark. Sustain. Comput. Informatics Syst. Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2026	J	`jnl`	Eco-Amazon: Enriching E-commerce Datasets with Product Carbon Footprint for Sustainable Recommendations. CoRR Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2026	J	`jnl`	Fostering human-AI collaboration in robotic dance creation through large language models. Entertain. Comput. Allegra De Filippo, Michela Milano
2026	—	`ed.`	Recommender Systems for Sustainability and Social Good - Second International Workshop, RecSoGood 2025, Prague, Czech Republic, September 26, 2025, Proceedings RecSoGood@RecSys Ludovico Boratto, Allegra De Filippo, Elisabeth Lex, Noemi Mauro, Francesca Maridina Malloci, Francesco Ricci
2026	J	`jnl`	Recommender systems and sustainability: a dual perspective. Comput. Sci. Rev. Allegra De Filippo, Giuseppe Spillo, Ludovico Boratto, Michela Milano, Cataldo Musto, Giovanni Semeraro
2025	J	`jnl`	Comparing data reduction strategies for energy-efficient green recommender systems. J. Intell. Inf. Syst. Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2025	—	`conf`	Dance Choreography Driven by Swarm Intelligence in Extended Reality Scenarios: Perspectives and Implications. AIxVR Michele Braccini, Allegra De Filippo, Michele Lombardi, Michela Milano
2025	—	`conf`	Estimating Product Carbon Footprint via Large Language Models for Sustainable Recommender Systems. RecSoGood@RecSys Alessandro Vicenti, Cataldo Musto, Giuseppe Spillo, Allegra De Filippo, Michela Milano, Giovanni Semeraro
2025	—	`conf`	Human-Centered and Sustainable Recommender Systems. UMAP (Adjunct Publication) Allegra De Filippo, Ludovico Boratto, Giuseppe Spillo
2025	J	`jnl`	Machine learning approaches to predict the execution time of the meteorological simulation software COSMO. J. Intell. Inf. Syst. Allegra De Filippo, Emanuele Di Giacomo, Andrea Borghesi
2025	—	`ed.`	Proceedings of the 15th Italian Information Retrieval Workshop (IIR 2025), Cagliari, Italy, September 3-5, 2025. IIR Ludovico Boratto, Allegra De Filippo, Stefano Marchesin, Mirko Marras
2025	—	`ed.`	Recommender Systems for Sustainability and Social Good - First International Workshop, RecSoGood 2024, Bari, Italy, October 18, 2024, Proceedings RecSoGood@RecSys Ludovico Boratto, Allegra De Filippo, Elisabeth Lex, Francesco Ricci
2025	A	`conf`	Second International Workshop on Recommender Systems for Sustainability and Social Good (RecSoGood 2025). RecSys Ludovico Boratto, Allegra De Filippo, Elisabeth Lex, Francesca Maridina Malloci, Noemi Mauro, Francesco Ricci
2025	—	`conf`	Towards a Human-in-the-Loop Framework for Swarm Intelligence-Driven Dance Generation. ICIAP (Workshops 1) Michele Braccini, Allegra De Filippo, Michele Lombardi, Michela Milano
2025	A	`conf`	Training Green and Sustainable Recommendation Models: Introducing Carbon Footprint Data into Early Stopping Criteria. UMAP Giuseppe Spillo, Allegra De Filippo, Emanuele Fontana, Michela Milano, Giovanni Semeraro
2024	J	`jnl`	DanXe: An extended artificial intelligence framework to analyze and promote dance heritage. Digit. Appl. Archaeol. Cult. Heritage Lorenzo Stacchio, Silvia Garzarella, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia
2024	—	`conf`	Expert-MusiComb: Injective Domain Knowledge in a Neuro-Symbolic Approach for Music Generation. CREAI@ECAI Lorenzo Tribuiani, Luca Giuliani, Allegra De Filippo, Andrea Borghesi
2024	A	`conf`	First International Workshop on Recommender Systems for Sustainability and Social Good (RecSoGood 2024). RecSys Ludovico Boratto, Allegra De Filippo, Elisabeth Lex, Francesco Ricci
2024	A*	`conf`	Large Language Models for Human-AI Co-Creation of Robotic Dance Performances. IJCAI Allegra De Filippo, Michela Milano
2024	—	`conf`	Preserving and Annotating Dance Heritage Material through Deep Learning Tools: A Case Study on Rudolf Nureyev. CREAI@ECAI Silvia Garzarella, Lorenzo Stacchio, Pasquale Cascarano, Allegra De Filippo, Elena Cervellati, Gustavo Marfia
2024	—	`ed.`	Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024. CREAI@ECAI Allegra De Filippo, François Pachet, Valentina Presutti, Luc Steels
2024	—	`conf`	RecSys CarbonAtor: Predicting Carbon Footprint of Recommendation System Models. RecSoGood@RecSys Giuseppe Spillo, Alberto Gaetano Valerio, Felice Franchini, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2024	—	`conf`	Swarm Intelligence: A Novel and Unconventional Approach to Dance Choreography Creation. CREAI@ECAI Michele Braccini, Allegra De Filippo, Michele Lombardi, Michela Milano
2024	A	`conf`	Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Algorithm Performances. RecSys Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2024	J	`jnl`	UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems. Knowl. Based Syst. Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
2023	B	`conf`	MusiComb: a Sample-based Approach to Music Generation Through Constraints. ICTAI Luca Giuliani, Francesco Ballerini, Allegra De Filippo, Andrea Borghesi
2023	—	`ed.`	Proceedings of the 2nd Workshop on Artificial Intelligence and Creativity co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Roma, Italy, November 6, 2023. CREAI@AI*IA Allegra De Filippo, Michela Milano, Valentina Presutti, Alessandro Saffiotti
2023	C	`conf`	Robotic Choreography Creation Through Symbolic AI Techniques. ICEC Allegra De Filippo, Michela Milano
2023	J	`jnl`	Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning. CoRR Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
2023	Misc	`conf`	TinderAI: Support System for Matching AI Algorithms and Embedded Devices. FLAIRS Matteo Francobaldi, Allegra De Filippo, Andrea Borghesi, Nikola Pizurica, Igor Jovancevic, Tim Llewellynn, Miguel de Prado
2023	—	`conf`	Towards Intelligent Music Production: A Sample-based Approach. CREAI@AI*IA Luca Giuliani, Allegra De Filippo, Andrea Borghesi
2023	A	`conf`	Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint. RecSys Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro
2023	A*	`conf`	Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations. IJCAI Allegra De Filippo, Luca Giuliani, Eleonora Mancini, Andrea Borghesi, Paola Mello, Michela Milano
2022	—	`conf`	A Multi-modal Perspective for the Artistic Evaluation of Robotic Dance Performances. CREAI@AI*IA Luca Giuliani, Allegra De Filippo, Andrea Borghesi, Paola Mello, Michela Milano
2022	—	`conf`	Constrained Hardware Dimensioning for AI Algorithms. PAIS@ECAI Allegra De Filippo, Andrea Borghesi
2022	—	`conf`	Do You Like Dancing Robots? AI Can Tell You Why. PAIS@ECAI Allegra De Filippo, Paola Mello, Michela Milano
2022	J	`jnl`	HADA: An automated tool for hardware dimensioning of AI applications. Knowl. Based Syst. Allegra De Filippo, Andrea Borghesi, Andrea Boscarino, Michela Milano
2022	—	`book`	Hybrid Offline/Online Methods for Optimization Under Uncertainty Allegra De Filippo
2022	B	`conf`	Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning. CPAIOR Mattia Silvestri, Allegra De Filippo, Federico Ruggeri, Michele Lombardi
2022	—	`ed.`	Proceedings of the 1st Workshop on Artificial Intelligence and Creativity co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022. CREAI@AI*IA Allegra De Filippo, Michela Milano, Valentina Presutti, Alessandro Saffiotti
2022	J	`jnl`	UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning. CoRR Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
2021	J	`jnl`	Integrated Offline and Online Decision Making under Uncertainty. J. Artif. Intell. Res. Allegra De Filippo, Michele Lombardi, Michela Milano
2021	—	`conf`	Robust Optimization Models For Local Flexibility Characterization of Virtual Power Plants. AI*IA Allegra De Filippo, Michele Lombardi, Michela Milano
2020	—	`—`	Hybrid Offline/Online Methods for Optimization Under Uncertainty. Allegra De Filippo
2020	A	`conf`	Hybrid Offline/Online Optimization Under Uncertainty. ECAI Allegra De Filippo, Michele Lombardi, Michela Milano
2020	A*	`conf`	The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty. IJCAI Allegra De Filippo, Michele Lombardi, Michela Milano
2019	—	`conf`	How to Tame Your Anticipatory Algorithm. DDC@AI*IA Allegra De Filippo, Michele Lombardi, Michela Milano
2019	A*	`conf`	How to Tame Your Anticipatory Algorithm. IJCAI Allegra De Filippo, Michele Lombardi, Michela Milano
2018	A*	`conf`	Methods for off-line/on-line optimization under uncertainty. IJCAI Allegra De Filippo, Michele Lombardi, Michela Milano
2018	B	`conf`	Off-Line and On-Line Optimization Under Uncertainty: A Case Study on Energy Management. CPAIOR Allegra De Filippo, Michele Lombardi, Michela Milano
2017	—	`conf`	Robust Optimization for Virtual Power Plants. AI*IA Allegra De Filippo, Michele Lombardi, Michela Milano, Alberto Borghetti
2016	B	`conf`	Non-linear Optimization of Business Models in the Electricity Market. CPAIOR Allegra De Filippo, Michele Lombardi, Michela Milano