I. Jordanov

Most-cited papers

From on-line sketching to 2D and 3D geometry: a system based on fuzzy knowledge
S. Qin, D. Wright, I. Jordanov
2000Comput. Aided Des.95 citations
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Multimodal Convolutional Neural Networks to Detect Fetal Compromise During Labor and Delivery
Alessio Petrozziello, C. Redman, A. Papageorghiou, I. Jordanov +1 more
2019IEEE Access84 citations Open access
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Feature selection for surface defect classification of extruded aluminum profiles
Apostolos Chondronasios, I. Popov, I. Jordanov
201680 citations
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Optimal design of linear and non-linear dynamic vibration absorbers
I. Jordanov, B. Cheshankov
198877 citations
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A framework of web-based conceptual design
S. Qin, R. Harrison, A. West, I. Jordanov +1 more
2003Computers in industry (Print)56 citations Open access
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Global optimization based on novel heuristics, low-discrepancy sequences and genetic algorithms
A. Georgieva, I. Jordanov
2009European Journal of Operational Research55 citations Open access
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Deep Learning for Continuous Electronic Fetal Monitoring in Labor
Alessio Petrozziello, I. Jordanov, T. Aris Papageorghiou, W. G. Christopher Redman +1 more
2018Annual International Conference of the IEEE Engineering in Medicine and Biology Society54 citations
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Classifiers Accuracy Improvement Based on Missing Data Imputation
I. Jordanov, Nedyalko Petrov, Alessio Petrozziello
2018Journal of Artificial Intelligence and Soft Computing Research47 citations Open access
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Deep learning for volatility forecasting in asset management
Alessio Petrozziello, L. Troiano, A. Serra, I. Jordanov +3 more
2022Soft Computing - A Fusion of Foundations, Methodologies and Applications42 citations Open access
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The Katepanate of Paradounavon according to the Sphragistic Data
I. Jordanov
200339 citations
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An overview of the use of neural networks for data mining tasks
Frederic T. Stahl, I. Jordanov
2012Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery35 citations Open access
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Intelligent Visual Recognition and Classification of Cork Tiles With Neural Networks
A. Georgieva, I. Jordanov
2009IEEE Transactions on Neural Networks35 citations
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Neural Network Learning With Global Heuristic Search
I. Jordanov, A. Georgieva
2007IEEE Transactions on Neural Networks34 citations
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On-line segmentation of freehand sketches by knowledge-based nonlinear thresholding operations
S. Qin, D. Wright, I. Jordanov
2001Pattern Recognition33 citations Open access
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A hybrid meta-heuristic for global optimisation using low-discrepancy sequences of points
A. Georgieva, I. Jordanov
2010Computers & Operations Research26 citations
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Supervised radar signal classification
I. Jordanov, Nedyalko Petrov, Alessio Petrozziello
2016IEEE International Joint Conference on Neural Network25 citations
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Quantum inspired evolutionary algorithms with improved rotation gates for real-coded synthetic and real world optimization problems
Joe Wright, I. Jordanov
2017Integr. Comput. Aided Eng.22 citations Open access
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A conceptual design tool: A sketch and fuzzy logic based system
S. Qin, D. Wright, I. Jordanov
200122 citations Open access
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Byzantine lead seals from the stronghold near Dobri Dol, Plovdiv region
I. Jordanov
200121 citations
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Intelligent Approaches in Locomotion - A Review
Joe Wright, I. Jordanov
2014Journal of Intelligent and Robotic Systems20 citations
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Multimodal Deep Learning for Predicting Adverse Birth Outcomes Based on Early Labour Data
Daniel Asfaw, I. Jordanov, L. Impey, Ana Namburete +2 more
2022Bioengineering19 citations Open access
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Automated Deep Learning for Threat Detection in Luggage from X-Ray Images
Alessio Petrozziello, I. Jordanov
2019Analysis of Experimental Algorithms - Special Event19 citations
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Self-organizing maps for texture classification
Nedyalko Petrov, A. Georgieva, I. Jordanov
2013Neural computing & applications (Print)19 citations
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Freehand drawing system using a fuzzy logic concept
S. Qin, I. Jordanov, D. Wright
1999Comput. Aided Des.18 citations
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Column-wise Guided Data Imputation
Alessio Petrozziello, I. Jordanov
2017International Conference on Conceptual Structures11 citations Open access
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Intelligent approaches in locomotion
Jonathan Wright, I. Jordanov
2012IEEE International Joint Conference on Neural Network11 citations
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LULC Image Classification with Convolutional Neural Network
Anas Tukur Balarabe, I. Jordanov
20212021 IEEE International Geoscience and Remote Sensing Symposium IGARSS10 citations
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Distributed Neural Networks for Missing Big Data Imputation
Alessio Petrozziello, I. Jordanov, Christian Sommeregger
2018IEEE International Joint Conference on Neural Network10 citations Open access
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Supervised Neural Network Training with a Hybrid Global Optimization Technique
A. Georgieva, I. Jordanov
2006The 2006 IEEE International Joint Conference on Neural Network Proceedings9 citations
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Sets with incomplete and missing data — NN radar signal classification
I. Jordanov, Nedyalko Petrov
2014IEEE International Joint Conference on Neural Network8 citations
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Special Issue: Contemporary development of neural computation and applications
I. Jordanov, B. Apolloni, N. Kasabov
2012Neural computing & applications (Print)8 citations Open access
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Identification of radar signals using neural network classifier with low-discrepancy optimisation
Nedyalko Petrov, I. Jordanov, J. Roe
2013IEEE Congress on Evolutionary Computation7 citations
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Local minima free neural network learning
I. Jordanov, T. A. Rafik
20042004 2nd International IEEE Conference on 'Intelligent Systems'. Proceedings (IEEE Cat. No.04EX791)7 citations
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A Deeper Look Into Remote Sensing Scene Image Misclassification by CNNs
Anas Tukur Balarabe, I. Jordanov
2024IEEE Access6 citations Open access
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Convergence properties of quantum evolutionary algorithms on high dimension problems
Joe Wright, I. Jordanov
2017Neurocomputing6 citations
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Neural network classification: A cork industry case
I. Jordanov, A. Georgieva
20092009 IEEE International Symposium on Industrial Electronics6 citations
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Fetal Heart Rate Classification with Convolutional Neural Networks and the Effect of Gap Imputation on Their Performance
Daniel Asfaw, I. Jordanov, L. Impey, Ana Namburete +2 more
2022International Conference on Machine Learning, Optimization, and Data Science5 citations
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Intelligent Radar Signal Recognition and Classification
I. Jordanov, Nedyalko Petrov
2016Recent Advances in Computational Intelligence in Defense and Security5 citations
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Hybrid Metaheuristics for Global Optimization: A Comparative Study
A. Georgieva, I. Jordanov
2008Hybrid Artificial Intelligence Systems5 citations
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Data analytics for online travelling recommendation system: a case study
Alessio Petrozziello, I. Jordanov
20174 citations
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Quantum Evolutionary Methods for Real Value Problems
Jonathan Wright, I. Jordanov
2015Hybrid Artificial Intelligence Systems4 citations
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The Use of Predictors in Seabed Mapping: a Simulation Approach
G. Swadi, D. Holifield, I. Jordanov
20114 citations
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Image Processing Techniques for Cork Tiles Classification
A. Georgieva, I. Jordanov
20072007 IEEE International Conference on Signal Processing and Communications4 citations
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A HYBRID DILATION APPROACH FOR REMOTE SENSING SCENE IMAGE CLASSIFICATION
Anas Tukur Balarabe, I. Jordanov
2022IADIS INTERNATIONAL JOURNAL ON COMPUTER SCIENCE AND INFORMATION SYSTEMS3 citations Open access
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Unsupervised Texture Image Classification using Self-Organizing Maps
Nedyalko Petrov, I. Jordanov
20113 citations
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Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part III
R. Setchi, I. Jordanov, R. Howlett, L. Jain
20103 citations
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Neural network training and stochastic global optimization
I. Jordanov
2002Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02.3 citations
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Neural Network Learning Using Low-Discrepancy Sequence
I. Jordanov, Robert Brown
1999Australian Joint Conference on Artificial Intelligence3 citations
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Gated Self Attention Convolutional Neural Networks for Predicting Adverse Birth Outcomes
Daniel Asfaw, I. Jordanov, Lawrence Impey, Ana Namburete +2 more
2024IIAI International Conference on Advanced Applied Informatics2 citations
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Feature Based Multivariate Data Imputation
Alessio Petrozziello, I. Jordanov
2018International Conference on Machine Learning, Optimization, and Data Science2 citations
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