Margarita Kotti - Publications

Affiliations: 
Imperial College London, London, England, United Kingdom 
Area:
Machine Learning, Bioinformatics, Speech and Medical Signal Processing

22 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Kotti M, Duffell LD, Faisal AA, McGregor AH. Detecting knee osteoarthritis and its discriminating parameters using random forests. Medical Engineering & Physics. PMID 28242181 DOI: 10.1016/j.medengphy.2017.02.004  0.8
2015 Papi E, Spulber I, Kotti M, Georgiou P, McGregor AH. Smart Sensing System for Combined Activity Classification and Estimation of Knee Range of Motion Ieee Sensors Journal. 15: 5535-5544. DOI: 10.1109/JSEN.2015.2444441  1
2015 Kotti M, Diamantaras KI. Efficient binary classification through energy minimisation of slack variables Neurocomputing. 148: 498-511. DOI: 10.1016/j.neucom.2014.07.013  1
2014 Kotti M, Duffell LD, Faisal AA, McGregor AH. The complexity of human walking: a knee osteoarthritis study. Plos One. 9: e107325. PMID 25232949 DOI: 10.1371/journal.pone.0107325  1
2012 Diamantaras KI, Kotti M. Binary classification by minimizing the mean squared slack Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2057-2060. DOI: 10.1109/ICASSP.2012.6288314  1
2012 Kotti M, Paternó F. Speaker-independent emotion recognition exploiting a psychologically- inspired binary cascade classification schema International Journal of Speech Technology. 15: 131-150. DOI: 10.1007/s10772-012-9127-7  1
2012 Kotti M, Diamantaras KI. Towards minimizing the energy of slack variables for binary classification European Signal Processing Conference. 644-648.  1
2010 Kotti M, Paternò F, Kotropoulos C. Speaker-independent negative emotion recognition 2010 2nd International Workshop On Cognitive Information Processing, Cip2010. 417-422. DOI: 10.1109/CIP.2010.5604091  1
2009 Almpanidis G, Kotti M, Kotropoulos C. Robust detection of phone boundaries using model selection criteria with few observations Ieee Transactions On Audio, Speech and Language Processing. 17: 287-298. DOI: 10.1109/TASL.2008.2009162  1
2008 Kotti M, Ververidis D, Evangelopoulos G, Panagakis I, Kotropoulos C, Maragos P, Pitas I. Audio-assisted movie dialogue detection Ieee Transactions On Circuits and Systems For Video Technology. 18: 1618-1627. DOI: 10.1109/TCSVT.2008.2005613  1
2008 Kotti M, Benetos E, Kotropoulos C. Computationally efficient and robust BIC-based speaker segmentation Ieee Transactions On Audio, Speech and Language Processing. 16: 920-933. DOI: 10.1109/TASL.2008.925152  1
2008 Kotti M, Moschou V, Kotropoulos C. Speaker segmentation and clustering Signal Processing. 88: 1091-1124. DOI: 10.1016/j.sigpro.2007.11.017  1
2008 Kotti M, Kotropoulos C. Gender classification in two Emotional Speech databases Proceedings - International Conference On Pattern Recognition 1
2007 Moschou V, Kotti M, Benetos E, Kotropoulos C. Systematic comparison of BIC-based speaker segmentation systems 2007 Ieee 9th International Workshop On Multimedia Signal Processing, Mmsp 2007 - Proceedings. 66-69. DOI: 10.1109/MMSP.2007.4412819  1
2007 Kotti M, Benetos E, Kotropoulos C, Pitas I. A neural network approach to audio-assisted movie dialogue detection Neurocomputing. 71: 157-166. DOI: 10.1016/j.neucom.2007.08.006  1
2007 Benetos E, Kotti M, Kotropoulos C. Large scale musical instrument identification Proceedings of the 4th Sound and Music Computing Conference, Smc 2007. 283-286.  1
2006 Kotti M, Martins LGPM, Benetos E, Cardoso JS, Kotropoulos C. Automatic speaker segmentation using multiple features and distance measures: A comparison of three approaches 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 1101-1104. DOI: 10.1109/ICME.2006.262727  1
2006 Benetos E, Kotti M, Kotropoulos C. Applying supervised classifiers based on non-negative matrix factorization to musical instrument classification 2006 Ieee International Conference On Multimedia and Expo, Icme 2006 - Proceedings. 2006: 2105-2108. DOI: 10.1109/ICME.2006.262650  1
2006 Kotti M, Benetos E, Kotropoulos C. Automatic speaker change detection with the bayesian information criterion using MPEG-7 features and a fusion scheme Proceedings - Ieee International Symposium On Circuits and Systems. 1856-1859.  1
2006 Benetos E, Kotti M, Kotropoulos C. Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: V221-V224.  1
2006 Benetos E, Kotti M, Kotropoulos C. Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 5: V221-V224.  1
2006 Kotti M, Kotropoulos C, Ziólko B, Pitas I, Moschou V. A framework for dialogue detection in movies Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4105: 371-378.  1
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