Mani Abedini

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 6

Top Venues

ISBI

CLEF (Working Notes)

EMBC

MedInfo

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Zongyuan Ge, Sergey Demyanov, Behzad Bozorgtabar, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging. ISBI (2017)
Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi
Investigating deep side layers for skin lesion segmentation. ISBI (2017)
Rajib Chakravorty, Sisi Liang, Mani Abedini, Rahil Garnavi
database. EMBC (2016)
Behzad Bozorgtabar, Mani Abedini, Rahil Garnavi
Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement. MLMI@MICCAI (2016)
Mani Abedini, Noel C. F. Codella, Rajib Chakravorty, Rahil Garnavi, David A. Gutman, Brian Helba, John R. Smith
Multi-scale classification based lesion segmentation for dermoscopic images. EMBC (2016)
Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi
Classification of dermoscopy patterns using deep convolutional neural networks. ISBI (2016)
Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
IBM Research at Image CLEF 2015: Medical Clustering Task. CLEF (Working Notes) (2015)
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
A generalized framework for medical image classification and recognition. IBM J. Res. Dev. 59 (2/3) (2015)
Mani Abedini, Stefan von Cavallar, Rajib Chakravorty, Matthew Davis, Rahil Garnavi
A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition. MedInfo (2015)
Benjamin Goudey, Mani Abedini, John L. Hopper, Michael Inouye, Enes Makalic, Daniel F. Schmidt, John Wagner, Zeyu Zhou, Justin Zobel, Matthias Reumann
High performance computing enabling exhaustive analysis of higher order single nucleotide polymorphism interaction in Genome Wide Association Studies. Health Inf. Sci. Syst. 3 (1) (2015)
Noel Codella, Junjie Cai, Mani Abedini, Rahil Garnavi, Alan Halpern, John R. Smith
Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images. MLMI (2015)
Qiang Chen, Mani Abedini, Rahil Garnavi, Xi Liang
IBM Research Australia at LifeCLEF2014: Plant Identification Task. CLEF (Working Notes) (2014)
Mani Abedini, Michael Kirley
An enhanced XCS rule discovery module using feature ranking. Int. J. Mach. Learn. Cybern. 4 (3) (2013)
Mani Abedini, Michael Kirley, Raymond Chiong, Thomas Weise
GPU-accelerated eXtended Classifier System. CIDM (2013)
Mani Abedini, Michael Kirley
Guided Rule Discovery in XCS for High-Dimensional Classification Problems. Australasian Conference on Artificial Intelligence (2011)
Mani Abedini, Michael Kirley
A multiple population XCS: Evolving condition-action rules based on feature space partitions. IEEE Congress on Evolutionary Computation (2010)
Mani Abedini, Michael Kirley
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning. Australasian Conference on Artificial Intelligence (2009)

Mani Abedini.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mani Abedini