Michela Milano

237 papers A* 16A 37B 23C 10Misc 6Journal 85Unranked 49

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`	Federated LSTM autoencoders for time series anomaly detection in production-scale HPC systems. Knowl. Based Syst. Emmen Farooq, Michela Milano, Andrea Borghesi
2026	J	`jnl`	Federated transfer learning for anomaly detection in HPC systems: First real-world validation on a tier-0 supercomputer. Expert Syst. Appl. Emmen Farooq, Michela Milano, Andrea Borghesi
2026	J	`jnl`	Fostering human-AI collaboration in robotic dance creation through large language models. Entertain. Comput. Allegra De Filippo, Michela Milano
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	A	`ed.`	ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy - Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025) ECAI Inês Lynce, Nello Murano, Mauro Vallati, Serena Villata, Federico Chesani, Michela Milano, Andrea Omicini, Mehdi Dastani
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	J	`jnl`	Introduction to Special Issue on Trustworthy Artificial Intelligence (Part II). ACM Comput. Surv. Roberta Calegari, Fosca Giannotti, Michela Milano, Francesca Pratesi
2025	—	`ed.`	Proceedings of the 4th International Conference on Hybrid Human-Artificial Intelligence, HHAI 2025, Pisa, Italy, June 9-13, 2025 HHAI Dino Pedreschi, Michela Milano, Ilaria Tiddi, Stuart Russell, Chiara Boldrini, Luca Pappalardo, Andrea Passerini, Shenghui Wang
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	A*	`conf`	Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method. IJCAI Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
2024	J	`jnl`	Harnessing federated learning for anomaly detection in supercomputer nodes. Future Gener. Comput. Syst. Emmen Farooq, Michela Milano, Andrea Borghesi
2024	J	`jnl`	Introduction to Special Issue on Trustworthy Artificial Intelligence. ACM Comput. Surv. Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
2024	A*	`conf`	Large Language Models for Human-AI Co-Creation of Robotic Dance Performances. IJCAI Allegra De Filippo, Michela Milano
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	—	`conf`	A geometric framework for fairness. AEQUITAS@ECAI Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano
2023	A*	`conf`	Assessing and Enforcing Fairness in the AI Lifecycle. IJCAI Roberta Calegari, Gabriel G. Castañé, Michela Milano, Barry O'Sullivan
2023	—	`conf`	FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System. AEQUITAS@ECAI Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
2023	—	`ed.`	Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Kraków, Poland, October 1st, 2023. AEQUITAS@ECAI Roberta Calegari, Andrea Aler Tubella, Gabriel González-Castañé, Virginia Dignum, Michela Milano
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	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	J	`jnl`	Anomaly Detection and Anticipation in High Performance Computing Systems. IEEE Trans. Parallel Distributed Syst. Andrea Borghesi, Martin Molan, Michela Milano, Andrea Bartolini
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	—	`conf`	Informed Deep Learning for Epidemics Forecasting. PAIS@ECAI Federico Baldo, Michele Iannello, Michele Lombardi, Michela Milano
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	—	`ch.`	Artificial Intelligence and the Future of Work. Reflections on Artificial Intelligence for Humanity Yuko Harayama, Michela Milano, Richard Baldwin, Céline Antonin, Janine Berg, Anousheh Karvar, Andrew Wyckoff
2021	J	`jnl`	Deep Learning for Virus-Spreading Forecasting: a Brief Survey. CoRR Federico Baldo, Lorenzo Dall'olio, Mattia Ceccarelli, Riccardo Scheda, Michele Lombardi, Andrea Borghesi, Stefano Diciotti, Michela Milano
2021	B	`conf`	Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem. CPAIOR Mattia Silvestri, 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
2021	A*	`conf`	Teaching the Old Dog New Tricks: Supervised Learning with Constraints. AAAI Fabrizio Detassis, Michele Lombardi, Michela Milano
2021	—	`ed.`	Trustworthy AI - Integrating Learning, Optimization and Reasoning - First International Workshop, TAILOR 2020, Virtual Event, September 4-5, 2020, Revised Selected Papers TAILOR Fredrik Heintz, Michela Milano, Barry O'Sullivan
2020	—	`conf`	An Analysis of Regularized Approaches for Constrained Machine Learning. TAILOR Michele Lombardi, Federico Baldo, Andrea Borghesi, Michela Milano
2020	J	`jnl`	An Analysis of Regularized Approaches for Constrained Machine Learning. CoRR Michele Lombardi, Federico Baldo, Andrea Borghesi, Michela Milano
2020	J	`jnl`	Combining Learning and Optimization for Transprecision Computing. CoRR Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano
2020	—	`conf`	Combining learning and optimization for transprecision computing. CF Andrea Borghesi, Giuseppe Tagliavini, Michele Lombardi, Luca Benini, Michela Milano
2020	A	`ed.`	ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) ECAI Giuseppe De Giacomo, Alejandro Catalá, Bistra Dilkina, Michela Milano, Senén Barro, Alberto Bugarín, Jérôme Lang
2020	A	`conf`	Hybrid Offline/Online Optimization Under Uncertainty. ECAI Allegra De Filippo, Michele Lombardi, Michela Milano
2020	J	`jnl`	Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey. CoRR Andrea Borghesi, Federico Baldo, Michela Milano
2020	J	`jnl`	Injecting Domain Knowledge in Neural Networks: a Controlled Experiment on a Constrained Problem. CoRR Mattia Silvestri, Michele Lombardi, Michela Milano
2020	—	`conf`	Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem. NeHuAI@ECAI Mattia Silvestri, Michele Lombardi, Michela Milano
2020	—	`conf`	Injective Domain Knowledge in Neural Networks for Transprecision Computing. LOD (1) Andrea Borghesi, Federico Baldo, Michele Lombardi, Michela Milano
2020	J	`jnl`	Injective Domain Knowledge in Neural Networks for Transprecision Computing. CoRR Andrea Borghesi, Federico Baldo, Michele Lombardi, Michela Milano
2020	J	`jnl`	Teaching the Old Dog New Tricks: Supervised Learning with Constraints. CoRR Fabrizio Detassis, Michele Lombardi, Michela Milano
2020	—	`conf`	Teaching the old dog new tricks: supervised learning with constraints. NeHuAI@ECAI Fabrizio Detassis, 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	B	`conf`	A Sampling-Free Anticipatory Algorithm for the Kidney Exchange Problem. CPAIOR Danuta Sorina Chisca, Michele Lombardi, Michela Milano, Barry O'Sullivan
2019	J	`jnl`	A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems. Eng. Appl. Artif. Intell. Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	A*	`conf`	Anomaly Detection Using Autoencoders in High Performance Computing Systems. AAAI Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	—	`conf`	Anomaly Detection using Autoencoders in High Performance Computing Systems. DDC@AI*IA Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2019	—	`conf`	Frequency Assignment in High Performance Computing Systems. AI*IA Andrea Borghesi, Michela Milano, Luca Benini
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
2019	A	`conf`	Logic-Based Benders Decomposition for Super Solutions: An Application to the Kidney Exchange Problem. CP Danuta Sorina Chisca, Michele Lombardi, Michela Milano, Barry O'Sullivan
2019	J	`jnl`	Pricing schemes for energy-efficient HPC systems: Design and exploration. Int. J. High Perform. Comput. Appl. Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2018	J	`jnl`	Anomaly Detection using Autoencoders in High Performance Computing Systems. CoRR Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018	A*	`conf`	Boosting Combinatorial Problem Modeling with Machine Learning. IJCAI Michele Lombardi, Michela Milano
2018	J	`jnl`	Boosting Combinatorial Problem Modeling with Machine Learning. CoRR Michele Lombardi, Michela Milano
2018	B	`conf`	From Offline to Online Kidney Exchange Optimization. ICTAI Danuta Sorina Chisca, Michele Lombardi, Michela Milano, Barry O'Sullivan
2018	A*	`conf`	Methods for off-line/on-line optimization under uncertainty. IJCAI Allegra De Filippo, Michele Lombardi, Michela Milano
2018	B	`conf`	Model Agnostic Solution of CSPs via Deep Learning: A Preliminary Study. CPAIOR Andrea Galassi, Michele Lombardi, Paola Mello, 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
2018	J	`jnl`	Pricing Schemes for Energy-Efficient HPC Systems: Design and Exploration. CoRR Andrea Borghesi, Andrea Bartolini, Michela Milano, Luca Benini
2018	J	`jnl`	Scheduling-based power capping in high performance computing systems. Sustain. Comput. Informatics Syst. Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2018	J	`jnl`	The Need of Multidisciplinary Approaches and Engineering Tools for the Development and Implementation of the Smart City Paradigm. Proc. IEEE Oreste Andrisano, Ilaria Bartolini, Paolo Bellavista, Andrea Boeri, Luciano Bononi, Alberto Borghetti, Armando Brath, Giovanni Emanuele Corazza, Antonio Corradi, Stefano de Miranda, Fabio Fava, Luca Foschini, Giovanni Leoni, Danila Longo, Michela Milano, Fabio Napolitano, Carlo Alberto Nucci, Gianni Pasolini, Marco Patella, Tullio Salmon Cinotti, Daniele Tarchi, Francesco Ubertini, Daniele Vigo
2018	J	`jnl`	Twenty Years of Constraint Programming (CP) Research. Constraints An Int. J. Michela Milano
2017	C	`conf`	Driving Behaviour Clustering For Realistic Traffic Micro-Simulators. ECMS Alessandro Petraro, Federico Caselli, Michela Milano, Marco Lippi
2017	J	`jnl`	Empirical decision model learning. Artif. Intell. Michele Lombardi, Michela Milano, Andrea Bartolini
2017	—	`ed.`	Proceedings of the AIIA Workshop on Deep Understanding and Reasoning: A Challenge for Next-generation Intelligent Agents 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), Genova, Italy, November 28th, 2016. URANIA@AIIA Federico Chesani, Paola Mello, Michela Milano
2017	J	`jnl`	Report from the Editor in Chief, year 2015. Constraints An Int. J. Michela Milano
2017	—	`conf`	Robust Optimization for Virtual Power Plants. AI*IA Allegra De Filippo, Michele Lombardi, Michela Milano, Alberto Borghetti
2017	J	`jnl`	Solving Mathematical Puzzles: A Challenging Competition for AI. AI Mag. Federico Chesani, Paola Mello, Michela Milano
2017	—	`conf`	Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms. NGCAS Mattia Salvaro, Victor Javier Kartsch, Simone Benatti, Michela Milano, Luca Benini
2016	J	`jnl`	A Constraint Programming Scheduler for Heterogeneous High-Performance Computing Machines. IEEE Trans. Parallel Distributed Syst. Thomas Bridi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016	—	`conf`	DARDIS: Distributed And Randomized DIspatching and Scheduling. AI*IA Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016	A	`conf`	DARDIS: Distributed And Randomized DIspatching and Scheduling. ECAI Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2016	B	`conf`	Non-linear Optimization of Business Models in the Electricity Market. CPAIOR Allegra De Filippo, Michele Lombardi, Michela Milano
2016	C	`conf`	Predictive Modeling for Job Power Consumption in HPC Systems. ISC Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2016	—	`conf`	Solving Mathematical Puzzles: a Deep Reasoning Challenge (Position Paper). URANIA@AI*IA Federico Chesani, Paola Mello, Michela Milano
2016	A	`conf`	The Multirate Resource Constraint. CP Alessio Bonfietti, Alessandro Zanarini, Michele Lombardi, Michela Milano
2015	—	`conf`	A CP Scheduler for High-Performance Computers. DC@AI*IA Thomas Bridi, Michele Lombardi, Andrea Bartolini, Luca Benini, Michela Milano
2015	—	`conf`	Agent Based Simulation of Incentive Mechanisms on Photovoltaic Adoption. AI*IA Valerio Iachini, Andrea Borghesi, Michela Milano
2015	A	`conf`	Deterministic Estimation of the Expected Makespan of a POS Under Duration Uncertainty. CP Michele Lombardi, Alessio Bonfietti, Michela Milano
2015	—	`ed.`	Electronic Participation - 7th IFIP 8.5 International Conference, ePart 2015, Thessaloniki, Greece, August 30 - September 2, 2015, Proceedings ePart Efthimios Tambouris, Panos Panagiotopoulos, Øystein Sæbø, Konstantinos A. Tarabanis, Maria A. Wimmer, Michela Milano, Theresa A. Pardo
2015	B	`conf`	Embedding Decision Trees and Random Forests in Constraint Programming. CPAIOR Alessio Bonfietti, Michele Lombardi, Michela Milano
2015	A*	`conf`	Emerging Architectures for Global System Science. AAAI Michela Milano, Pascal Van Hentenryck
2015	A	`conf`	Power Capping in High Performance Computing Systems. CP Andrea Borghesi, Francesca Collina, Michele Lombardi, Michela Milano, Luca Benini
2015	—	`conf`	Swarm-Based Controller for Traffic Lights Management. AI*IA Federico Caselli, Alessio Bonfietti, Michela Milano
2014	J	`jnl`	CROSS cyclic resource-constrained scheduling solver. Artif. Intell. Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2014	B	`conf`	Disregarding Duration Uncertainty in Partial Order Schedules? Yes, We Can! CPAIOR Alessio Bonfietti, Michele Lombardi, Michela Milano
2014	B	`conf`	Evaluating CP Techniques to Plan Dynamic Resource Provisioning in Distributed Stream Processing. CPAIOR Andrea Reale, Paolo Bellavista, Antonio Corradi, Michela Milano
2014	J	`jnl`	Guest Editors' Introduction: Special Section on Computational Sustainability: Where Computer Science meets Sustainable Development. IEEE Trans. Computers Michela Milano, Barry O'Sullivan, Martin Sachenbacher
2014	J	`jnl`	Looking into the crystal-ball: a bright future for CP. Constraints An Int. J. Michela Milano, Pascal Van Hentenryck
2014	—	`conf`	Multi-Criteria Optimal Planning for Energy Policies in CLP. CILC Marco Gavanelli, Michela Milano, Stefano Bragaglia, Federico Chesani, Elisa Marengo, Paolo Cagnoli
2014	J	`jnl`	Multi-Criteria Optimal Planning for Energy Policies in CLP. CoRR Marco Gavanelli, Stefano Bragaglia, Michela Milano, Federico Chesani, Elisa Marengo, Paolo Cagnoli
2014	A	`conf`	Proactive Workload Dispatching on the EURORA Supercomputer. CP Andrea Bartolini, Andrea Borghesi, Thomas Bridi, Michele Lombardi, Michela Milano
2014	J	`jnl`	Strategic decision making on complex systems. Constraints An Int. J. Michela Milano, Michele Lombardi
2014	J	`jnl`	Sustainable Policy Making: A Strategic Challenge for Artificial Intelligence. AI Mag. Michela Milano, Barry O'Sullivan, Marco Gavanelli
2014	—	`conf`	Swarm-based traffic lights policy selection. DIVANet Riccardo Belletti, Alessio Bonfietti, Luca Foschini, Michela Milano, Daniel Krajzewicz
2013	A*	`conf`	A Min-Flow Algorithm for Minimal Critical Set Detection in Resource Constrained Project Scheduling. ICAPS Michele Lombardi, Michela Milano
2013	—	`ch.`	Constraint and Optimization Techniques for Supporting Policy Making. Computational Intelligent Data Analysis for Sustainable Development Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Paolo Gagnoli
2013	—	`conf`	Constraint and Optimization techniques for supporting Policy Making. CILC Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Paolo Cagnoli
2013	A*	`conf`	De-Cycling Cyclic Scheduling Problems. ICAPS Alessio Bonfietti, Michele Lombardi, Michela Milano
2013	J	`jnl`	Maximum-throughput mapping of SDFGs on multi-core SoC platforms. J. Parallel Distributed Comput. Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini
2013	A	`conf`	Optimization for Policy Making: The Cornerstone for an Integrated Approach. CP Michela Milano
2013	J	`jnl`	Robust Scheduling of Task Graphs under Execution Time Uncertainty. IEEE Trans. Computers Michele Lombardi, Michela Milano, Luca Benini
2013	C	`conf`	Simulation Of Incentive Mechanisms For Renewable Energy Policies. ECMS Andrea Borghesi, Michela Milano, Marco Gavanelli, Tony Woods
2013	A	`conf`	Sustainable energy policies: research challenges and opportunities. DATE Michela Milano
2012	—	`conf`	A Constraint-based Approach to Cyclic Resource-Constrained Scheduling Problem. DC@AI*IA Alessio Bonfietti, Michela Milano
2012	J	`jnl`	A min-flow algorithm for Minimal Critical Set detection in Resource Constrained Project Scheduling. Artif. Intell. Michele Lombardi, Michela Milano
2012	J	`jnl`	Bounding, filtering and diversification in CP-based local branching. J. Heuristics Zeynep Kiziltan, Andrea Lodi, Michela Milano, Fabio Parisini
2012	Misc	`conf`	Constraint and Optimization techniques for supporting Policy Making. ISAIM Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Paolo Cagnoli
2012	B	`conf`	Global Cyclic Cumulative Constraint. CPAIOR Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2012	J	`jnl`	Optimal methods for resource allocation and scheduling: a cross-disciplinary survey. Constraints An Int. J. Michele Lombardi, Michela Milano
2012	A*	`conf`	Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching. AAAI Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2012	A	`ed.`	Principles and Practice of Constraint Programming - 18th International Conference, CP 2012, Québec City, QC, Canada, October 8-12, 2012. Proceedings CP Michela Milano
2012	J	`jnl`	Sliced Neighborhood Search. Expert Syst. Appl. Fabio Parisini, Michela Milano
2012	C	`conf`	What-If Analysis Through Simulation-Optimization Hybrids. ECMS Marco Gavanelli, Michela Milano, Alan Holland, Barry O'Sullivan
2011	A	`conf`	A Constraint Based Approach to Cyclic RCPSP. CP Alessio Bonfietti, Michele Lombardi, Luca Benini, Michela Milano
2011	—	`conf`	An Application of Fuzzy Logic to Strategic Environmental Assessment. AI*IA Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Davide Sottara, Alessandro Cangini, Paolo Cagnoli
2011	J	`jnl`	Deriving Information from Sampling and Diving. Fundam. Informaticae Michele Lombardi, Michela Milano, Andrea Roli, Alessandro Zanarini
2011	Misc	`conf`	Improving CP-based local branching via sliced neighborhood search. SAC Fabio Parisini, Michela Milano
2011	—	`conf`	MPOpt-Cell: a high-performance data-flow programming environment for the CELL BE processor. Conf. Computing Frontiers Alessio Franceschelli, Paolo Burgio, Giuseppe Tagliavini, Andrea Marongiu, Martino Ruggiero, Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini
2011	A	`conf`	Neuron Constraints to Model Complex Real-World Problems. CP Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini
2011	J	`jnl`	Optimal resource allocation and scheduling for the CELL BE platform. Ann. Oper. Res. Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero
2011	B	`conf`	Precedence Constraint Posting for Cyclic Scheduling Problems. CPAIOR Michele Lombardi, Alessio Bonfietti, Michela Milano, Luca Benini
2011	J	`jnl`	Solving the Satisfiability Problem Through Boolean Networks CoRR Andrea Roli, Michela Milano
2011	J	`jnl`	Sustainable biomass power plant location in the Italian Emilia-Romagna region. ACM Trans. Intell. Syst. Technol. Massimiliano Cattafi, Marco Gavanelli, Michela Milano, Paolo Cagnoli
2010	J	`jnl`	Allocation and scheduling of Conditional Task Graphs. Artif. Intell. Michele Lombardi, Michela Milano
2010	A	`conf`	An efficient and complete approach for throughput-maximal SDF allocation and scheduling on multi-core platforms. DATE Alessio Bonfietti, Luca Benini, Michele Lombardi, Michela Milano
2010	A	`conf`	Constraint Based Scheduling to Deal with Uncertain Durations and Self-Timed Execution. CP Michele Lombardi, Michela Milano
2010	Misc	`conf`	Discrepancy-Based Sliced Neighborhood Search. AIMSA Fabio Parisini, Michele Lombardi, Michela Milano
2010	J	`jnl`	Integrating Operations Research in Constraint Programming. Ann. Oper. Res. Michela Milano, Mark Wallace
2010	B	`ed.`	Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 7th International Conference, CPAIOR 2010, Bologna, Italy, June 14-18, 2010. Proceedings CPAIOR Andrea Lodi, Michela Milano, Paolo Toth
2010	J	`jnl`	Logic-Based Decision Support for Strategic Environmental Assessment CoRR Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Paolo Cagnoli
2010	J	`jnl`	Logic-based decision support for strategic environmental assessment. Theory Pract. Log. Program. Marco Gavanelli, Fabrizio Riguzzi, Michela Milano, Paolo Cagnoli
2010	J	`jnl`	Stochastic allocation and scheduling for conditional task graphs in multi-processor systems-on-chip. J. Sched. Michele Lombardi, Michela Milano, Martino Ruggiero, Luca Benini
2010	—	`conf`	Urban Traffic Control system using self-organization. ITSC Gianfilippo Slager, Michela Milano
2009	A	`conf`	A Precedence Constraint Posting Approach for the RCPSP with Time Lags and Variable Durations. CP Michele Lombardi, Michela Milano
2009	—	`ch.`	An Overview of AI Research in Italy. Artificial Intelligence: An International Perspective Andrea Roli, Michela Milano
2009	J	`jnl`	Bid evaluation in combinatorial auctions: optimization and learning. Softw. Pract. Exp. Michela Milano, Alessio Guerri
2009	—	`conf`	Deriving Information from Sampling and Diving. AI*IA Michele Lombardi, Michela Milano, Andrea Roli, Alessandro Zanarini
2009	J	`jnl`	Reducing the Abstraction and Optimality Gaps in the Allocation and Scheduling for Variable Voltage/Frequency MPSoC Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Martino Ruggiero, Davide Bertozzi, Luca Benini, Michela Milano, Alexandru Andrei
2009	A	`conf`	Robust non-preemptive hard real-time scheduling for clustered multicore platforms. DATE Michele Lombardi, Michela Milano, Luca Benini
2009	B	`conf`	Throughput Constraint for Synchronous Data Flow Graphs. CPAIOR Alessio Bonfietti, Michele Lombardi, Michela Milano, Luca Benini
2008	A	`conf`	A Constraint Programming Approach for Allocation and Scheduling on the CELL Broadband Engine. CP Luca Benini, Michele Lombardi, Michela Milano, Martino Ruggiero
2008	J	`jnl`	A Fast and Accurate Technique for Mapping Parallel Applications on Stream-Oriented MPSoC Platforms with Communication Awareness. Int. J. Parallel Program. Martino Ruggiero, Alessio Guerri, Davide Bertozzi, Michela Milano, Luca Benini
2008	C	`conf`	Cellflow: A Parallel Application Development Environment with Run-Time Support for the Cell BE Processor. DSD Martino Ruggiero, Michele Lombardi, Michela Milano, Luca Benini
2008	—	`ch.`	Greedy and Exact Algorithms for Invitation Planning in Cancer Screening. New Challenges in Applied Intelligence Technologies Marco Gavanelli, Michela Milano, Sergio Storari, Luca Tagliavini, Paola Baldazzi, Marilena Manfredi, Gianfranco Valastro
2008	B	`conf`	Multi-stage Benders Decomposition for Optimizing Multicore Architectures. CPAIOR Luca Benini, Michele Lombardi, Marco Mantovani, Michela Milano, Martino Ruggiero
2008	B	`conf`	Resource Management Policy Handling Multiple Use-Cases in MPSoC Platforms Using Constraint Programming. ICLP Luca Benini, Davide Bertozzi, Michela Milano
2007	A	`conf`	CP-Based Local Branching. CP Zeynep Kiziltan, Andrea Lodi, Michela Milano, Fabio Parisini
2007	Misc	`conf`	Communication-aware stochastic allocation and scheduling framework for conditional task graphs in multi-processor systems-on-chip. EMSOFT Emiliano Dolif, Michele Lombardi, Martino Ruggiero, Michela Milano, Luca Benini
2007	A	`conf`	Scheduling Conditional Task Graphs. CP Michele Lombardi, Michela Milano
2006	—	`conf`	A Cooperative, Accurate Solving Framework for Optimal Allocation, Scheduling and Frequency Selection on Energy-Efficient MPSoCs. SoC Martino Ruggiero, Pari Gioia, Guerri Alessio, Luca Benini, Michela Milano, Davide Bertozzi, Alexandru Andrei
2006	B	`conf`	Allocation, Scheduling and Voltage Scaling on Energy Aware MPSoCs. CPAIOR Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2006	A	`conf`	Communication-aware allocation and scheduling framework for stream-oriented multi-processor systems-on-chip. DATE Martino Ruggiero, Alessio Guerri, Davide Bertozzi, Francesco Poletti, Michela Milano
2006	J	`jnl`	Constraint Programming. Intelligenza Artificiale Michela Milano, Francesca Rossi
2006	J	`jnl`	Discrepancy-Based Additive Bounding Procedures. INFORMS J. Comput. Andrea Lodi, Michela Milano, Louis-Martin Rousseau
2006	B	`conf`	Improved Algorithm for the Soft Global Cardinality Constraint. CPAIOR Alessandro Zanarini, Michela Milano, Gilles Pesant
2006	J	`jnl`	Integrating operations research in constraint programming. 4OR Michela Milano, Mark Wallace
2006	J	`jnl`	Introduction to the Special Issue on the Integration of AI and OR Techniques in CP for Combinatorial Optimization (CPAIOR 2005). Constraints An Int. J. Roman Barták, Michela Milano
2006	A	`conf`	Stochastic Allocation and Scheduling for Conditional Task Graphs in MPSoCs. CP Michele Lombardi, Michela Milano
2005	J	`jnl`	A CHR-based implementation of known arc-consistency. Theory Pract. Log. Program. Marco Alberti, Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
2005	A	`conf`	Allocation and Scheduling for MPSoCs via Decomposition and No-Good Generation. CP Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2005	A*	`conf`	Allocation and Scheduling for MPSoCs via decomposition and no-good generation. IJCAI Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano
2005	J	`jnl`	Dealing with incomplete knowledge on CLP( ACM Trans. Program. Lang. Syst. Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
2005	—	`conf`	Expressing Interaction in Combinatorial Auction through Social Integrity Constraints. W(C)LP Marco Alberti, Federico Chesani, Alessio Guerri, Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano, Paolo Torroni
2005	B	`ed.`	Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, Second International Conference, CPAIOR 2005, Prague, Czech Republic, May 30 - June 1, 2005, Proceedings CPAIOR Roman Barták, Michela Milano
2005	J	`jnl`	Measuring Efficiency and Executability of Allocation and Scheduling in Multi-Processor Systems-on-Chip. Intelligenza Artificiale Luca Benini, Davide Bertozzi, Alessio Guerri, Michela Milano, Francesco Poletti
2004	J	`jnl`	A CHR-based Implementation of Known Arc-Consistency CoRR Marco Alberti, Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
2004	J	`jnl`	Decomposition Based Search - A theoretical and experimental evaluation CoRR Willem Jan van Hoeve, Michela Milano
2004	J	`jnl`	Instance Structure-based Portfolio Selection. Intelligenza Artificiale Alessio Guerri, Michela Milano
2004	A	`conf`	Learning Techniques for Automatic Algorithm Portfolio Selection. ECAI Alessio Guerri, Michela Milano
2004	J	`jnl`	MAGMA: a multiagent architecture for metaheuristics. IEEE Trans. Syst. Man Cybern. Part B Michela Milano, Andrea Roli
2004	B	`conf`	Making Choices Using Structure at the Instance Level within a Case Based Reasoning Framework. CPAIOR Cormac Gebruers, Alessio Guerri, Brahim Hnich, Michela Milano
2004	J	`jnl`	Postponing Branching Decisions CoRR Willem Jan van Hoeve, Michela Milano
2004	A	`conf`	Postponing Branching Decisions. ECAI Willem Jan van Hoeve, Michela Milano
2004	J	`jnl`	Reduced cost-based ranking for generating promising subproblems CoRR Michela Milano, Willem Jan van Hoeve
2003	A	`conf`	CP-IP Techniques for the Bid Evaluation in Combinatorial Auctions. CP Alessio Guerri, Michela Milano
2003	A	`conf`	Discrepancy-Based Additive Bounding for the AllDifferent Constraint. CP Andrea Lodi, Michela Milano, Louis-Martin Rousseau
2003	—	`conf`	Interpreting Abduction in CLP. APPIA-GULP-PRODE Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano, Paolo Torroni
2002	J	`jnl`	A Hybrid Exact Algorithm for the TSPTW. INFORMS J. Comput. Filippo Focacci, Andrea Lodi, Michela Milano
2002	J	`jnl`	Embedding Relaxations in Global Constraints for Solving TSP and TSPTW. Ann. Math. Artif. Intell. Filippo Focacci, Andrea Lodi, Michela Milano
2002	—	`conf`	Exploiting Constraints for Domain Managing in CLP(FD). FroCoS Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
2002	J	`jnl`	Mathematical Programming Techniques in Constraint Programming: A Short Overview. J. Heuristics Filippo Focacci, Andrea Lodi, Michela Milano
2002	J	`jnl`	Optimization-Oriented Global Constraints. Constraints An Int. J. Filippo Focacci, Andrea Lodi, Michela Milano
2002	A	`conf`	Reduced Cost-Based Ranking for Generating Promising Subproblems. CP Michela Milano, Willem Jan van Hoeve
2002	J	`jnl`	The Role of Integer Programming Techniques in Constraint Programming's Global Constraints. INFORMS J. Comput. Michela Milano, Greger Ottosson, Philippe Refalo, Erlendur S. Thorsteinsson
2001	J	`jnl`	Enhancing CLP branch and bound techniques for scheduling problems. Softw. Pract. Exp. F. Bosi, Michela Milano
2001	J	`jnl`	From Eager to Lazy Constrained Data Acquisition: A General Framework. New Gener. Comput. Paola Mello, Michela Milano, Marco Gavanelli, Evelina Lamma, Massimo Piccardi, Rita Cucchiara
2001	A	`conf`	Global Cut Framework for Removing Symmetries. CP Filippo Focacci, Michela Milano
2001	—	`conf`	Planning and Execution in Dynamic Environments. AI*IA Rosy Barruffi, Michela Milano
2001	J	`jnl`	Planning for Security Management. IEEE Intell. Syst. Rosy Barruffi, Michela Milano, Rebecca Montanari
2000	A	`conf`	Cutting Planes in Constraint Programming: A Hybrid Approach. CP Filippo Focacci, Andrea Lodi, Michela Milano
2000	C	`conf`	Planning while Executing: A Constraint-Based Approach. ISMIS Rosy Barruffi, Michela Milano, Paolo Torroni
1999	Misc	`conf`	3D Object Recognition by VC-Graphs and Interactive Constraint Satisfaction. ICIAP Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano, Massimo Piccardi
1999	Misc	`conf`	Adopting an Object-Oriented Data Model in Inductive Logic Programming. FLAIRS Michela Milano, Andrea Omicini, Fabrizio Riguzzi
1999	A*	`conf`	Constraint Propagation and Value Acquisition: Why we should do it Interactively. IJCAI Evelina Lamma, Paola Mello, Michela Milano, Rita Cucchiara, Marco Gavanelli, Massimo Piccardi
1999	A	`conf`	Cost-Based Domain Filtering. CP Filippo Focacci, Andrea Lodi, Michela Milano
1999	—	`conf`	Domains as First Class Objects in CLP(FD). APPIA-GULP-PRODE Marco Gavanelli, Evelina Lamma, Michela Milano, Paola Mello
1999	B	`conf`	Domains as First Class Objects in CLP(FD). ICLP Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano
1999	J	`jnl`	Integrating Induction and Abduction in Logic Programming. Inf. Sci. Evelina Lamma, Paola Mello, Michela Milano, Fabrizio Riguzzi
1999	—	`conf`	Least Commitment on Variable Binding in Presence of Incomplete Knowledge. ECP Rosy Barruffi, Evelina Lamma, Paola Mello, Michela Milano
1999	—	`conf`	On the Need for a Different Backtracking Rule when Dealing with Late Evaluation. WOID@ICLP Marco Gavanelli, Michela Milano
1999	J	`jnl`	Reasoning on Constraints in CLP(FD). J. Log. Program. Evelina Lamma, Michela Milano, Paola Mello
1999	J	`jnl`	Solving TSP through the Integration of OR and CP Techniques. Electron. Notes Discret. Math. Filippo Focacci, Andrea Lodi, Michela Milano, Daniele Vigo
1999	—	`conf`	Solving the Satisfiability Problem through Boolean Networks. AI*IA Michela Milano, Andrea Roli
1999	B	`conf`	Soving TSP with Time Windows with Constraints. ICLP Filippo Focacci, Michela Milano, Andrea Lodi
1998	J	`jnl`	Extending Constraint Logic Programming for Temporal Reasoning. Ann. Math. Artif. Intell. Evelina Lamma, Michela Milano, Paola Mello
1998	J	`jnl`	Integrating Constraint Logic Programming and Operations Research Techniques for the Crew Rostering Problem. Softw. Pract. Exp. Alberto Caprara, Filippo Focacci, Evelina Lamma, Paola Mello, Michela Milano, Paolo Toth, Daniele Vigo
1998	—	`conf`	Interactive Constraint Satisfaction and its Application to Visual Object Recognition. APPIA-GULP-PRODE Evelina Lamma, Michela Milano, Rita Cucchiara, Paola Mello, Massimo Piccardi
1998	A	`conf`	Interactive Constraint Satisfaction techniques for Information Gathering in Planning. ECAI Rosy Barruffi, Michela Milano
1997	—	`conf`	A System for Abductive Learning of Logic Programs. LPKR Evelina Lamma, Paola Mello, Michela Milano, Fabrizio Riguzzi
1997	J	`jnl`	A distributed constraint-based scheduler. Artif. Intell. Eng. Evelina Lamma, Paola Mello, Michela Milano
1997	—	`conf`	An Algorithm for Learning Abductive Rules. APPIA-GULP-PRODE Evelina Lamma, Paola Mello, Michela Milano, Fabrizio Riguzzi
1997	C	`conf`	An Interactive Constraint-Based System for Selective Attention in Visual Search. ISMIS Rita Cucchiara, Evelina Lamma, Paola Mello, Michela Milano
1997	B	`conf`	Constraint Logic Programming for the Crew Rostering Problem. PACT Filippo Focacci, Evelina Lamma, Paola Mello, Michela Milano
1997	—	`conf`	Introducing Abduction into (Extensional) Inductive Logic Programming Systems. AI*IA Evelina Lamma, Paola Mello, Michela Milano, Fabrizio Riguzzi
1997	B	`conf`	Reasoning on Constraints in Constraint Logic Programming. ICLP Evelina Lamma, Michela Milano, Paola Mello
1996	A	`conf`	A Meta Constraint Logic Programming Architecture (Extended Abstract). CP Evelina Lamma, Paola Mello, Michela Milano
1996	—	`conf`	Combining Solvers in a Meta Constraint Logic Programming Architecture. FroCoS Evelina Lamma, Michela Milano, Paola Mello
1996	—	`conf`	Enhancing Constraint Logic Programming through Meta Programming. APPIA-GULP-PRODE Evelina Lamma, Paola Mello, Michela Milano
1996	C	`conf`	Resource-Based vs. Task-Based Approaches for Scheduling Problems. ISMIS Vittorio Brusoni, Luca Console, Evelina Lamma, Paola Mello, Michela Milano, Paolo Terenziani
1996	C	`conf`	Temporal Reasoning in a Meta Constraint Logic Programming Architecture. TIME Evelina Lamma, Paola Mello, Michela Milano