Bilal Alsallakh

According to our database, Bilal Alsallakh authored at least 32 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Learned Temporal Aggregations for Fraud Classification on E-Commerce Platforms.

Xiao Ling, David Yan, Bilal Alsallakh, Ashutosh Pandey, Manan Bakshi, Pamela Bhattacharya

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Mind the Pool: Convolutional Neural Networks Can Overfit Input Size.

Bilal Alsallakh, David Yan, Narine Kokhlikyan, Vivek Miglani, Orion Reblitz-Richardson, Pamela Bhattacharya

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Bias Mitigation Framework for Intersectional Subgroups in Neural Networks.

Narine Kokhlikyan, Bilal Alsallakh, Fulton Wang, Vivek Miglani, Oliver Aobo Yang, David Adkins

CoRR, 2022

A Tour of Visualization Techniques for Computer Vision Datasets.

Bilal Alsallakh, Pamela Bhattacharya, Vanessa Feng, Narine Kokhlikyan, Orion Reblitz-Richardson, Rahul Rajan, David Yan

CoRR, 2022

Prescriptive and Descriptive Approaches to Machine-Learning Transparency.

David Adkins, Bilal Alsallakh, Adeel Cheema, Narine Kokhlikyan, Emily McReynolds, Pushkar Mishra, Chavez Procope, Jeremy Sawruk, Erin Wang, Polina Zvyagina

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Method cards for prescriptive machine-learning transparency.

David Adkins, Bilal Alsallakh, Adeel Cheema, Narine Kokhlikyan, Emily McReynolds, Pushkar Mishra, Chavez Procope, Jeremy Sawruk, Erin Wang, Polina Zvyagina

Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2021

Investigating sanity checks for saliency maps with image and text classification.

Narine Kokhlikyan, Vivek Miglani, Bilal Alsallakh, Miguel Martin, Orion Reblitz-Richardson

CoRR, 2021

Mind the Pad - CNNs Can Develop Blind Spots.

Bilal Alsallakh, Narine Kokhlikyan, Vivek Miglani, Jun Yuan, Orion Reblitz-Richardson

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Investigating Saturation Effects in Integrated Gradients.

Vivek Miglani, Narine Kokhlikyan, Bilal Alsallakh, Miguel Martin, Orion Reblitz-Richardson

CoRR, 2020

Captum: A unified and generic model interpretability library for PyTorch.

Narine Kokhlikyan, Vivek Miglani, Miguel Martin, Edward Wang, Bilal Alsallakh, Jonathan Reynolds, Alexander Melnikov, Natalia Kliushkina, Carlos Araya, Siqi Yan, Orion Reblitz-Richardson

CoRR, 2020

Visualizing Classification Structure of Large-Scale Classifiers.

Bilal Alsallakh, Zhixin Yan, Shabnam Ghaffarzadegan, Zeng Dai, Liu Ren

CoRR, 2020

2018

Do Convolutional Neural Networks Learn Class Hierarchy?

Bilal Alsallakh, Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2018

2017

PowerSet: A Comprehensive Visualization of Set Intersections.

Bilal Alsallakh, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2017

Prediction Scores as a Window into Classifier Behavior.

Medha Katehara, Emma Beauxis-Aussalet, Bilal Alsallakh

CoRR, 2017

2016

Vials: Visualizing Alternative Splicing of Genes.

Hendrik Strobelt, Bilal Alsallakh, Joseph Botros, Brant Peterson, Mark Borowsky, Hanspeter Pfister, Alexander Lex

IEEE Trans. Vis. Comput. Graph., 2016

A task-based evaluation of combined set and network visualization.

Peter J. Rodgers, Gem Stapleton, Bilal Alsallakh, Luana Micallef, Robert Baker, Simon J. Thompson

Inf. Sci., 2016

The State-of-the-Art of Set Visualization.

Bilal Alsallakh, Luana Micallef, Wolfgang Aigner, Helwig Hauser, Silvia Miksch, Peter J. Rodgers

Comput. Graph. Forum, 2016

2015

Exploration and Assessment of Event Data.

Peter Bodesinsky, Bilal Alsallakh, Theresia Gschwandtner, Silvia Miksch

Proceedings of the 6th International EuroVis Workshop on Visual Analytics, 2015

Supporting activity recognition by visual analytics.

Martin Rohlig, Martin Luboschik, Frank Krüger, Thomas Kirste, Heidrun Schumann, Markus Bögl, Bilal Alsallakh, Silvia Miksch

Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

2014

Visual Methods for Analyzing Probabilistic Classification Data.

Bilal Alsallakh, Allan Hanbury, Helwig Hauser, Silvia Miksch, Andreas Rauber

IEEE Trans. Vis. Comput. Graph., 2014

Visualizing Sets and Set-typed Data: State-of-the-Art and Future Challenges.

Bilal Alsallakh, Luana Micallef, Wolfgang Aigner, Helwig Hauser, Silvia Miksch, Peter J. Rodgers

Proceedings of the 16th Eurographics Conference on Visualization, 2014

A Visual Analytics Approach to Segmenting and Labeling Multivariate Time Series Data.

Bilal Alsallakh, Markus Bögl, Theresia Gschwandtner, Silvia Miksch, Bilal Esmael, Arghad Arnaout, Gerhard Thonhauser, Philipp Zöllner

Proceedings of the 5th International EuroVis Workshop on Visual Analytics, 2014

Analyzing parameter influence on time-series segmentation and labeling.

Martin Rohlig, Martin Luboschik, Heidrun Schumann, Markus Bögl, Bilal Alsallakh, Silvia Miksch

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Visual process mining: Event data exploration and analysis.

Peter Bodesinsky, Bilal Alsallakh, Theresia Gschwandtner, Silvia Miksch

Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014

Evaluating the Dot-Based Contingency Wheel: Results from a Usability and Utility Study.

Margit Pohl, Florian Scholz, Simone Kriglstein, Bilal Alsallakh, Silvia Miksch

Proceedings of the Human Interface and the Management of Information. Information and Knowledge Design and Evaluation, 2014

2013

TimeBench: A Data Model and Software Library for Visual Analytics of Time-Oriented Data.

Alexander Rind, Tim Lammarsch, Wolfgang Aigner, Bilal Alsallakh, Silvia Miksch

IEEE Trans. Vis. Comput. Graph., 2013

Radial Sets: Interactive Visual Analysis of Large Overlapping Sets.

Bilal Alsallakh, Wolfgang Aigner, Silvia Miksch, Helwig Hauser

IEEE Trans. Vis. Comput. Graph., 2013

2012

Reinventing the Contingency Wheel: Scalable Visual Analytics of Large Categorical Data.

Bilal Alsallakh, Wolfgang Aigner, Silvia Miksch, M. Eduard Gröller

IEEE Trans. Vis. Comput. Graph., 2012

Visualizing Arrays in the Eclipse Java IDE.

Bilal Alsallakh, Peter Bodesinsky, Silvia Miksch, Dorna Nasseri

Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012

Visual Tracing for the Eclipse Java Debugger.

Bilal Alsallakh, Peter Bodesinsky, Alexander Gruber, Silvia Miksch

Proceedings of the 16th European Conference on Software Maintenance and Reengineering, 2012

2011

Contingency Wheel: Visual Analysis of Large Contingency Tables.

Bilal Alsallakh, M. Eduard Gröller, Silvia Miksch, Martin Suntinger

Proceedings of the 2nd International EuroVis Workshop on Visual Analytics, 2011

2008

Delocalized Unsteady Vortex Region Detectors.

Raphael Fuchs, Ronald Peikert, Filip Sadlo, Bilal Alsallakh, M. Eduard Gröller

Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008