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Morteza Haghir Chehreghani
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Year
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
1442008
Improving density-based methods for hierarchical clustering of web pages
MH Chehreghani, H Abolhassani, MH Chehreghani
Data & Knowledge Engineering 67 (1), 30-50, 2008
572008
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
422015
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
392023
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
382022
Information theoretic model validation for spectral clustering
MH Chehreghani, AG Busetto, JM Buhmann
Artificial Intelligence and Statistics, 495-503, 2012
372012
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
282023
Density link-based methods for clustering web pages
MH Chehreghani, H Abolhassani, MH Chehreghani
Decision Support Systems 47 (4), 374-382, 2009
272009
Adaptive trajectory analysis of replicator dynamics for data clustering
M Haghir Chehreghani
Machine Learning 104, 271-289, 2016
26*2016
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
262016
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
212020
The information content in sorting algorithms
LM Busse, MH Chehreghani, JM Buhmann
2012 IEEE International Symposium on Information Theory Proceedings, 2746-2750, 2012
202012
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
202011
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
192012
OInduced: an efficient algorithm for mining induced patterns from rooted ordered trees
MH Chehreghani, MH Chehreghani, C Lucas, M Rahgozar
IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2011
192011
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
18*2021
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
182019
Classification with minimax distance measures
MH Chehreghani
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
182017
Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting
Y Chen, JM Renders, M Haghir Chehreghani, A Krause
Conference on Uncertainty in Artificial Intelligence (UAI), 2017
162017
Active learning of driving scenario trajectories
S Jarl, L Aronsson, S Rahrovani, MH Chehreghani
Engineering Applications of Artificial Intelligence 113, 104972, 2022
152022
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