Aleksandra Mojsilovic

According to our database1, Aleksandra Mojsilovic authored at least 93 papers between 1995 and 2020.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to signal processing for image analysis, data mining, and business analytics".

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.
J. Mach. Learn. Res., 2020

A Methodology for Creating AI FactSheets.
CoRR, 2020

Trust and Transparency in Contact Tracing Applications.
CoRR, 2020

Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics.
CoRR, 2020

Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models.
CoRR, 2020


Experiences with Improving the Transparency of AI Models and Services.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019
Think Your Artificial Intelligence Software Is Fair? Think Again.
IEEE Softw., 2019

How Data ScientistsWork Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
Proc. ACM Hum. Comput. Interact., 2019

AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias.
IBM J. Res. Dev., 2019

FactSheets: Increasing trust in AI services through supplier's declarations of conformity.
IBM J. Res. Dev., 2019

How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?
CoRR, 2019

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.
CoRR, 2019

Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning.
CoRR, 2019

Open Platforms for Artificial Intelligence for Social Good: Common Patterns as a Pathway to True Impact.
CoRR, 2019

TED: Teaching AI to Explain its Decisions.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018
Legislative Prediction with Political and Social Network Analysis.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Understanding Unequal Gender Classification Accuracy from Face Images.
CoRR, 2018

PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences.
CoRR, 2018

AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias.
CoRR, 2018

Increasing Trust in AI Services through Supplier's Declarations of Conformity.
CoRR, 2018

Teaching machines to understand data science code by semantic enrichment of dataflow graphs.
CoRR, 2018

Teaching Meaningful Explanations.
CoRR, 2018

Semantic Representation of Data Science Programs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Effectiveness of peer detailing in a diarrhea program in Nigeria.
IBM J. Res. Dev., 2017

Real-time understanding of humanitarian crises via targeted information retrieval.
IBM J. Res. Dev., 2017

Dataflow representation of data analyses: Toward a platform for collaborative data science.
IBM J. Res. Dev., 2017

Preface: Data Science for Social Good.
IBM J. Res. Dev., 2017

Understanding the ecospace of philanthropic projects.
IBM J. Res. Dev., 2017

How to foster innovation: A data-driven approach to measuring economic competitiveness.
IBM J. Res. Dev., 2017

Statistical Analysis of Peer Detailing for Children's Diarrhea Treatments.
Proceedings of the 2017 AAAI Spring Symposia, 2017

Machine Representation of Data Analyses: Towards a Platform for Collaborative Data Science.
Proceedings of the 2017 AAAI Spring Symposia, 2017

2016
Understanding Innovation to Drive Sustainable Development.
CoRR, 2016

Stable estimation of Granger-causal factors of country-level innovation.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015
Data Challenges in Disease Response: The 2014 Ebola Outbreak and Beyond.
ACM J. Data Inf. Qual., 2015

Assessing Expertise in the Enterprise: The Recommender Point of View.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Toward Comprehensive Attribution of Healthcare Cost Changes.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Legislative Prediction with Political and Social Network Analysis.
Encyclopedia of Social Network Analysis and Mining, 2014

Multiplicative regression via constrained least squares.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Predicting employee expertise for talent management in the enterprise.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013
Quantifying and Recommending Expertise When New Skills Emerge.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012
Sales-force performance analytics and optimization.
IBM J. Res. Dev., 2012

Legislative Prediction via Random Walks over a Heterogeneous Graph.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Interactive Visual Salesforce Analytics.
Proceedings of the International Conference on Information Systems, 2012

An Analytics Approach for Proactively Combating Voluntary Attrition of Employees.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
Business Analytics Based on Financial Time Series.
IEEE Signal Process. Mag., 2011

OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains.
Interfaces, 2011

Estimating Post-Event Seller Productivity Profiles in Dynamic Sales Organizations.
Proceedings of the Data Mining Workshops (ICDMW), 2011

MCMC inference of the shape and variability of time-response signals.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Performance management of IT services delivery.
SIGMETRICS Perform. Evaluation Rev., 2010

One-Class Matrix Completion with Low-Density Factorizations.
Proceedings of the ICDM 2010, 2010

2009
Leveraging social networks for corporate staffing and expert recommendation.
IBM J. Res. Dev., 2009

2008
Regularized Co-Clustering with Dual Supervision.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Categorization using semi-supervised clustering.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
High-utility pattern mining: A method for discovery of high-utility item sets.
Pattern Recognit., 2007

A logistic regression framework for information technology outsourcing lifecycle management.
Comput. Oper. Res., 2007

Perceptual Indexing of Multivariate Time Series.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Offering Pattern Mining Using High Yield Partition Trees.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A computational model for color naming and describing color composition of images.
IEEE Trans. Image Process., 2005

Adaptive Perceptual Color-Texture Image Segmentation.
IEEE Trans. Image Process., 2005

A logistic regression model for small sample classification problems with hidden variables and non-linear relationships: an application in business analytics.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Semantic metric for image library exploration.
IEEE Trans. Multim., 2004

Semantic-Friendly Indexing and Quering of Images Based on the Extraction of the Objective Semantic Cues.
Int. J. Comput. Vis., 2004

Perceptually-tuned multiscale color-texture segmentation.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Image segmentation by spatially adaptive color and texture features.
Proceedings of the 2003 International Conference on Image Processing, 2003

Color image semantics for digital libraries.
Proceedings of the Human Vision and Electronic Imaging VIII, 2003

Perceptual color and spatial texture features for segmentation.
Proceedings of the Human Vision and Electronic Imaging VIII, 2003

2002
Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis.
IEEE Trans. Image Process., 2002

A method for color naming and description of color composition in images.
Proceedings of the 2002 International Conference on Image Processing, 2002

Semantic based categorization, browsing and retrieval in medical image databases.
Proceedings of the 2002 International Conference on Image Processing, 2002

Adaptive image segmentation based on color and texture.
Proceedings of the 2002 International Conference on Image Processing, 2002

ISee: perceptual features for image library navigation.
Proceedings of the Human Vision and Electronic Imaging VII, 2002

A Variational Approach to Recovering a Manifold from Sample Points.
Proceedings of the Computer Vision, 2002

2001
Color quantization and processing by Fibonacci lattices.
IEEE Trans. Image Process., 2001

Capturing image semantics with low-level descriptors.
Proceedings of the 2001 International Conference on Image Processing, 2001

Psychophysical approach to modeling image semantics.
Proceedings of the Human Vision and Electronic Imaging VI, 2001

2000
On the selection of an optimal wavelet basis for texture characterization.
IEEE Trans. Image Process., 2000

The vocabulary and grammar of color patterns.
IEEE Trans. Image Process., 2000

Matching and retrieval based on the vocabulary and grammar of color patterns.
IEEE Trans. Image Process., 2000

Optimal Color Composition Matching of Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Method for Color Content Matching of Images.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching.
Proceedings of the 2000 International Conference on Image Processing, 2000

Quantization of color spaces and processing of color images by fibonacci lattices.
Proceedings of the Human Vision and Electronic Imaging V, 2000

1999
Matching and Retrieval Based on the Vocabulary and Grammar of Color Patterns.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Perceptually Based Color Texture Features and Metrics for Image Retrieval.
Proceedings of the 1999 International Conference on Image Processing, 1999

Wavelet Domain Features for Texture Description, Classification and Replicability Analysis.
Proceedings of the 1999 International Conference on Image Processing, 1999

Retrieval of color patterns based on perceptual dimensions of texture and human similiarity rules.
Proceedings of the Human Vision and Electronic Imaging IV, 1999

1998
Characterization of Visually Similar Diffuse Disease from B-scan Liver Images Using Nonseparable Wavelet Transform.
IEEE Trans. Medical Imaging, 1998

Hexagonal wavelet decomposition for texture characterization.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Characterization of visually similar diffuse diseases from B-scan liver images with the nonseparable wavelet transform.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Texture Analysis and Classification with the Nonseparable Wavelet Transform.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Classification of the ultrasound liver images with the 2N×1-D wavelet transform.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1995
Analysis and characterization of myocardial tissue with the wavelet image extension [US images].
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995


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