Tanya Y. Berger-Wolf
Orcid: 0000-0001-7610-1412Affiliations:
- University of Illinois at Chicago, Department of Computer Science, IL, USA
According to our database1,
Tanya Y. Berger-Wolf
authored at least 119 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on cs.uic.edu
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images.
CoRR, 2024
Integrating Biological Data into Autonomous Remote Sensing Systems for In Situ Imageomics: A Case Study for Kenyan Animal Behavior Sensing with Unmanned Aerial Vehicles (UAVs).
CoRR, 2024
BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos.
CoRR, 2024
Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2024
A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
Algorithmica, May, 2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Discovering Novel Biological Traits From Images Using Phylogeny-Guided Neural Networks.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023
2022
Proceedings of the Equity and Access in Algorithms, Mechanisms, and Optimization, 2022
2021
ACM Trans. Knowl. Discov. Data, 2021
CoRR, 2021
Imagine All the People: Citizen Science, Artificial Intelligence, and Computational Research.
CoRR, 2021
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
2020
ACM Trans. Knowl. Discov. Data, 2020
Report on the 2nd ACM SIGIR/SIGKDD Africa school on machine learning for data mining and search.
SIGIR Forum, 2020
Ethogram-based automatic wild animal monitoring through inertial sensors and GPS data.
Ecol. Informatics, 2020
CoRR, 2020
Data-Driven Collaborative Intelligent System for Automatic Activities Monitoring of Wild Animals.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020
2019
Proceedings of the Influence and Behavior Analysis in Social Networks and Social Media, 2019
Soc. Netw. Anal. Min., 2019
CoRR, 2019
Appl. Netw. Sci., 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
Bringing the Field into the Lab: Large-Scale Visualization of Animal Movement Trajectories within a Virtual Island.
Proceedings of the 9th IEEE Symposium on Large Data Analysis and Visualization, 2019
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild".
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
ACM Trans. Knowl. Discov. Data, 2018
ACM Comput. Surv., 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
Animal Population Censusing at Scale with Citizen Science and Photographic Identification.
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
J. Parallel Distributed Comput., 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Human Vision and Electronic Imaging, 2016
2015
Column-Generation Framework of Nonlinear Similarity Model for Reconstructing Sibling Groups.
INFORMS J. Comput., 2015
Proceedings of the 17th Eurographics Conference on Visualization, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
2014
CoAdELL: Adaptivity and Compression for Improving Sparse Matrix-Vector Multiplication on GPUs.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Balancing the exploration and exploitation in an adaptive diversity guided genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Guest editors' foreword: special section on local pattern mining in graph-structured data.
Ann. Math. Artif. Intell., 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
AdELL: An Adaptive Warp-Balancing ELL Format for Efficient Sparse Matrix-Vector Multiplication on GPUs.
Proceedings of the 42nd International Conference on Parallel Processing, 2013
An Architecture-Aware Technique for Optimizing Sparse Matrix-Vector Multiplication on GPUs.
Proceedings of the International Conference on Computational Science, 2013
2012
A high performance multiple sequence alignment system for pyrosequencing reads from multiple reference genomes.
J. Parallel Distributed Comput., 2012
Capacitated clustering problem in computational biology: Combinatorial and statistical approach for sibling reconstruction.
Comput. Oper. Res., 2012
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
An integrated optimization framework for inferring two generation kinships and parental genotypes from microsatellite samples.
Proceedings of the ACM International Conference on Bioinformatics, 2012
2011
Comput. Graph. Forum, 2011
Biometric animal databases from field photographs: identification of individual zebra in the wild.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Working for Influence: Effect of Network Density and Modularity on Diffusion in Networks.
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
2010
J. Bioinform. Comput. Biol., 2010
New Optimization Model and Algorithm for Sibling Reconstruction from Genetic Markers.
INFORMS J. Comput., 2010
Discret. Math. Algorithms Appl., 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Algorithms in Bioinformatics, 10th International Workshop, 2010
Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010
Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010
Efficient and scalable parallel reconstruction of sibling relationships from genetic data in wild populations.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010
2009
Proceedings of the Biocomputing 2009: Proceedings of the Pacific Symposium, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
Proceedings of the Algorithmic Aspects in Information and Management, 2009
2008
Proceedings of the Advances in Social Network Mining and Analysis, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
2007
Optim. Methods Softw., 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
2005
Math. Comput. Model., 2005
2004
Proceedings of the Algorithms in Bioinformatics, 4th International Workshop, 2004
2003
2002
IEEE Trans. Inf. Theory, 2002
1999
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999