| NP-hardness of Euclidean sum-of-squares clustering D Aloise, A Deshpande, P Hansen, P Popat Machine learning 75, 245-248, 2009 | 1355 | 2009 |
| Column generation algorithms for exact modularity maximization in networks D Aloise, S Cafieri, G Caporossi, P Hansen, S Perron, L Liberti Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 82 (4 …, 2010 | 181 | 2010 |
| An improved column generation algorithm for minimum sum-of-squares clustering D Aloise, P Hansen, L Liberti Mathematical Programming 131, 195-220, 2012 | 145 | 2012 |
| Towards Station-Level Demand Prediction for Effective Rebalancing in Bike-Sharing Systems P Hulot, D Aloise, SD Jena Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 107 | 2018 |
| A practical survey on faster and lighter transformers Q Fournier, GM Caron, D Aloise ACM Computing Surveys, 2023 | 105 | 2023 |
| A review of dynamic data envelopment analysis: state of the art and applications FBAR Mariz, MR Almeida, D Aloise International Transactions in Operational Research 25 (2), 469-505, 2018 | 104 | 2018 |
| Scheduling workover rigs for onshore oil production DJ Aloise, D Aloise, CTM Rocha, CC Ribeiro, JC Ribeiro Filho, ... Discrete Applied Mathematics 154 (5), 695-702, 2006 | 100 | 2006 |
| Multi-level host-based intrusion detection system for Internet of things R Gassais, N Ezzati-Jivan, JM Fernandez, D Aloise, MR Dagenais Journal of Cloud Computing 9 (1), 62, 2020 | 93 | 2020 |
| Empirical comparison between autoencoders and traditional dimensionality reduction methods Q Fournier, D Aloise 2019 IEEE Second International Conference on Artificial Intelligence and …, 2019 | 90 | 2019 |
| A simple and effective genetic algorithm for the two-stage capacitated facility location problem DRM Fernandes, C Rocha, D Aloise, GM Ribeiro, EM Santos, A Silva Computers & Industrial Engineering 75, 200-208, 2014 | 90 | 2014 |
| Reactive search strategies using reinforcement learning, local search algorithms and variable neighborhood search JPQ dos Santos, JD de Melo, ADD Neto, D Aloise Expert Systems with Applications 41 (10), 4939-4949, 2014 | 68 | 2014 |
| Less is more: basic variable neighborhood search heuristic for balanced minimum sum-of-squares clustering LR Costa, D Aloise, N Mladenović Information Sciences 415, 247-253, 2017 | 67 | 2017 |
| Modularity maximization in networks by variable neighborhood search. D Aloise, G Caporossi, P Hansen, L Liberti, S Perron, M Ruiz Graph Partitioning and Graph Clustering 588 (113), 2012 | 65 | 2012 |
| Heuristics for the dynamic facility location problem with modular capacities A Silva, D Aloise, LC Coelho, C Rocha European journal of operational research 290 (2), 435-452, 2021 | 55 | 2021 |
| An efficient implementation of a VNS/ILS heuristic for a real-life car sequencing problem CC Ribeiro, D Aloise, TF Noronha, C Rocha, S Urrutia European Journal of Operational Research 191 (3), 596-611, 2008 | 50 | 2008 |
| A hybrid heuristic for a multi-objective real-life car sequencing problem with painting and assembly line constraints CC Ribeiro, D Aloise, TF Noronha, C Rocha, S Urrutia European Journal of Operational Research 191 (3), 981-992, 2008 | 48 | 2008 |
| On the complexity of minimum sum-of-squares clustering D Aloise, P Hansen Groupe d'études et de recherche en analyse des décisions, 2007 | 40 | 2007 |
| Ascent–descent variable neighborhood decomposition search for community detection by modularity maximization D Džamić, D Aloise, N Mladenović Annals of Operations Research 272 (1), 273-287, 2019 | 34 | 2019 |
| Extracting summary piles from sorting task data SJ Blanchard, D Aloise, WS DeSarbo Journal of Marketing Research 54 (3), 398-414, 2017 | 34 | 2017 |
| A model for clustering data from heterogeneous dissimilarities É Santi, D Aloise, SJ Blanchard European Journal of Operational Research 253 (3), 659-672, 2016 | 34 | 2016 |
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