| K-nearest neighbor search and outlier detection via minimax distances MH Chehreghani Proceedings of the 2016 SIAM international conference on data mining, 405-413, 2016 | 161* | 2016 |
| Novel meta-heuristic algorithms for clustering web documents M Mahdavi, MH Chehreghani, H Abolhassani, R Forsati Applied Mathematics and Computation 201 (1-2), 441-451, 2008 | 143 | 2008 |
| Improving density-based methods for hierarchical clustering of web pages MH Chehreghani, H Abolhassani, MH Chehreghani Data & Knowledge Engineering 67 (1), 30-50, 2008 | 58 | 2008 |
| Controlling gene expression with deep generative design of regulatory DNA J Zrimec, X Fu, AS Muhammad, C Skrekas, V Jauniskis, NK Speicher, ... Nature communications 13 (1), 5099, 2022 | 54 | 2022 |
| Convolutional spiking neural networks for spatio-temporal feature extraction A Samadzadeh, FST Far, A Javadi, A Nickabadi, MH Chehreghani Neural Processing Letters 55 (6), 6979-6995, 2023 | 50 | 2023 |
| Inferring causal metabolic signals that regulate the dynamic TORC 1‐dependent transcriptome AP Oliveira, S Dimopoulos, AG Busetto, S Christen, R Dechant, L Falter, ... Molecular systems biology 11 (4), 802, 2015 | 42 | 2015 |
| A deep learning framework for generation and analysis of driving scenario trajectories A Demetriou, H Alfsvåg, S Rahrovani, M Haghir Chehreghani SN Computer Science 4 (3), 251, 2023 | 39 | 2023 |
| Information theoretic model validation for spectral clustering MH Chehreghani, AG Busetto, JM Buhmann Artificial Intelligence and Statistics, 495-503, 2012 | 37 | 2012 |
| Adaptive trajectory analysis of replicator dynamics for data clustering M Haghir Chehreghani Machine Learning 104, 271-289, 2016 | 27* | 2016 |
| Density link-based methods for clustering web pages MH Chehreghani, H Abolhassani, MH Chehreghani Decision Support Systems 47 (4), 374-382, 2009 | 27 | 2009 |
| Model-centric and data-centric aspects of active learning for deep neural networks JD Bossér, E Sörstadius, MH Chehreghani 2021 IEEE International Conference on Big Data (Big Data), 5053-5062, 2021 | 25* | 2021 |
| An online learning framework for energy-efficient navigation of electric vehicles N Åkerblom, Y Chen, M Haghir Chehreghani 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020 | 22 | 2020 |
| Using active learning to develop machine learning models for reaction yield prediction S Viet Johansson, H Gummesson Svensson, E Bjerrum, A Schliep, ... Molecular Informatics 41 (12), 2200043, 2022 | 21 | 2022 |
| Generation of driving scenario trajectories with generative adversarial networks A Demetriou, H Allsvåg, S Rahrovani, MH Chehreghani 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 21 | 2020 |
| The information content in sorting algorithms LM Busse, MH Chehreghani, JM Buhmann 2012 IEEE International Symposium on Information Theory Proceedings, 2746-2750, 2012 | 21 | 2012 |
| Active learning of driving scenario trajectories S Jarl, L Aronsson, S Rahrovani, MH Chehreghani Engineering Applications of Artificial Intelligence 113, 104972, 2022 | 20 | 2022 |
| The minimum transfer cost principle for model-order selection M Frank, MH Chehreghani, JM Buhmann Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 20 | 2011 |
| A non–convex optimization approach to correlation clustering E Thiel, MH Chehreghani, D Dubhashi Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5159-5166, 2019 | 19 | 2019 |
| Classification with minimax distance measures MH Chehreghani Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 19 | 2017 |
| Information theoretic model selection for pattern analysis JM Buhmann, MH Chehreghani, M Frank, AP Streich Proceedings of ICML Workshop on Unsupervised and Transfer Learning, 51-64, 2012 | 19 | 2012 |
Joachim M. BuhmannETH ZurichVerified email at inf.ethz.ch
