| Ant colony system: a cooperative learning approach to the traveling salesman problem M Dorigo, LM Gambardella IEEE Transactions on evolutionary computation 1 (1), 53-66, 1997 | 12234 | 1997 |
| Ant algorithms for discrete optimization M Dorigo, G Di Caro, LM Gambardella Artificial life 5 (2), 137-172, 1999 | 4486 | 1999 |
| Ant colonies for the travelling salesman problem M Dorigo, LM Gambardella biosystems 43 (2), 73-81, 1997 | 3399 | 1997 |
| Flexible, high performance convolutional neural networks for image classification DC Ciresan, U Meier, J Masci, LM Gambardella, J Schmidhuber Twenty-second international joint conference on artificial intelligence, 2011 | 2243 | 2011 |
| Deep neural networks segment neuronal membranes in electron microscopy images D Ciresan, A Giusti, L Gambardella, J Schmidhuber Advances in neural information processing systems 25, 2012 | 2149 | 2012 |
| Mitosis detection in breast cancer histology images with deep neural networks DC Cireşan, A Giusti, LM Gambardella, J Schmidhuber Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013 | 1947 | 2013 |
| Deep, big, simple neural nets for handwritten digit recognition DC Cireşan, U Meier, LM Gambardella, J Schmidhuber Neural computation 22 (12), 3207-3220, 2010 | 1663 | 2010 |
| MACS-VRPTW: A multiple ant colony system for vehicle routing problems with time windows LM Gambardella, É Taillard, G Agazzi Istituto Dalle Molle Di Studi Sull Intelligenza Artificiale, 1999 | 1411 | 1999 |
| Ant-Q: A reinforcement learning approach to the traveling salesman problem LM Gambardella, M Dorigo Machine learning proceedings 1995, 252-260, 1995 | 1170 | 1995 |
| A survey on metaheuristics for stochastic combinatorial optimization L Bianchi, M Dorigo, LM Gambardella, WJ Gutjahr Natural Computing 8, 239-287, 2009 | 1144 | 2009 |
| Ant colonies for the quadratic assignment problem LM Gambardella, ÉD Taillard, M Dorigo Journal of the operational research society 50 (2), 167-176, 1999 | 1137 | 1999 |
| ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems C Pinciroli, V Trianni, R O’Grady, G Pini, A Brutschy, M Brambilla, ... Swarm intelligence 6, 271-295, 2012 | 914* | 2012 |
| Max-pooling convolutional neural networks for vision-based hand gesture recognition J Nagi, F Ducatelle, GA Di Caro, D Cireşan, U Meier, A Giusti, F Nagi, ... 2011 IEEE international conference on signal and image processing …, 2011 | 885 | 2011 |
| Solving symmetric and asymmetric TSPs by ant colonies LM Gambardella, M Dorigo Proceedings of IEEE international conference on evolutionary computation …, 1996 | 867 | 1996 |
| A machine learning approach to visual perception of forest trails for mobile robots A Giusti, J Guzzi, DC Cireşan, FL He, JP Rodríguez, F Fontana, ... IEEE Robotics and Automation Letters 1 (2), 661-667, 2015 | 866 | 2015 |
| AntHocNet: an adaptive nature‐inspired algorithm for routing in mobile ad hoc networks G Di Caro, F Ducatelle, LM Gambardella European transactions on telecommunications 16 (5), 443-455, 2005 | 836 | 2005 |
| Support vector machines: Theory and applications T Evgeniou, M Pontil Advanced course on artificial intelligence, 249-257, 1999 | 825* | 1999 |
| Effective neighborhood functions for the flexible job shop problem MMLM Gambardella, M Mastrolilli Journal of Scheduling 3 (3), 1996 | 747* | 1996 |
| Convolutional neural network committees for handwritten character classification DC Ciresan, U Meier, LM Gambardella, J Schmidhuber 2011 International conference on document analysis and recognition, 1135-1139, 2011 | 729 | 2011 |
| Time dependent vehicle routing problem with a multi ant colony system AV Donati, R Montemanni, N Casagrande, AE Rizzoli, LM Gambardella European journal of operational research 185 (3), 1174-1191, 2008 | 595 | 2008 |
Gianni A. Di CaroCarnegie Mellon University (CMU)Verified email at cmu.edu
