Mani Abedini

18 papers B 1C 1Journal 3Unranked 12
YearRankTypeTitle / Venue / Authors
2017 — conf
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging.
ISBI
Zongyuan Ge, Sergey Demyanov, Behzad Bozorgtabar, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi
2017 — conf
Investigating deep side layers for skin lesion segmentation.
ISBI
Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi
2016 — conf
Classification of dermoscopy patterns using deep convolutional neural networks.
ISBI
Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi
2016 — conf
Dermatologist-like feature extraction from skin lesion for improved asymmetry classification in PH
EMBC
Rajib Chakravorty, Sisi Liang, Mani Abedini, Rahil Garnavi
2016 — conf
Multi-scale classification based lesion segmentation for dermoscopic images.
EMBC
Mani Abedini, Noel C. F. Codella, Rajib Chakravorty, Rahil Garnavi, David A. Gutman, Brian Helba, John R. Smith
2016 — conf
Sparse Coding Based Skin Lesion Segmentation Using Dynamic Rule-Based Refinement.
MLMI@MICCAI
Behzad Bozorgtabar, Mani Abedini, Rahil Garnavi
2015 — conf
A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.
MedInfo
Mani Abedini, Stefan von Cavallar, Rajib Chakravorty, Matthew Davis, Rahil Garnavi
2015 J jnl
A generalized framework for medical image classification and recognition.
IBM J. Res. Dev.
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
2015 — conf
Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images.
MLMI
Noel Codella, Junjie Cai, Mani Abedini, Rahil Garnavi, Alan Halpern, John R. Smith
2015 J jnl
High performance computing enabling exhaustive analysis of higher order single nucleotide polymorphism interaction in Genome Wide Association Studies.
Health Inf. Sci. Syst.
Benjamin Goudey, Mani Abedini, John L. Hopper, Michael Inouye, Enes Makalic, Daniel F. Schmidt, John Wagner, Zeyu Zhou, Justin Zobel, Matthias Reumann
2015 — conf
IBM Research at Image CLEF 2015: Medical Clustering Task.
CLEF (Working Notes)
Suman Sedai, Xi Liang, Mani Abedini, Qiang Chen, Rajib Chakravorty, Rahil Garnavi
2014 — conf
IBM Research Australia at LifeCLEF2014: Plant Identification Task.
CLEF (Working Notes)
Qiang Chen, Mani Abedini, Rahil Garnavi, Xi Liang
2013 J jnl
An enhanced XCS rule discovery module using feature ranking.
Int. J. Mach. Learn. Cybern.
Mani Abedini, Michael Kirley
2013 C conf
GPU-accelerated eXtended Classifier System.
CIDM
Mani Abedini, Michael Kirley, Raymond Chiong, Thomas Weise
2013 — —
Towards high-dimensional classification using Michigan style generic based machine learning.
Mani Abedini
2011 — conf
Guided Rule Discovery in XCS for High-Dimensional Classification Problems.
Australasian Conference on Artificial Intelligence
Mani Abedini, Michael Kirley
2010 B conf
A multiple population XCS: Evolving condition-action rules based on feature space partitions.
IEEE Congress on Evolutionary Computation
Mani Abedini, Michael Kirley
2009 — conf
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning.
Australasian Conference on Artificial Intelligence
Mani Abedini, Michael Kirley