• 8904 Citations
1987 …2023
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Research Output 1987 2019

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Conference contribution
2019

Communication-Efficient Parallelization Strategy for Deep Convolutional Neural Network Training

Lee, S., Agrawal, A., Balaprakash, P., Choudhary, A. N. & Liao, W-K., Feb 8 2019, Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 47-56 10 p. 8638635. (Proceedings of MLHPC 2018: Machine Learning in HPC Environments, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Communication
Supercomputers
Synchronization
Costs
1 Citation (Scopus)

Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics

Yang, Z., Al-Bahrani, R., Reid, A. C. E., Papanikolaou, S., Kalidindi, S. R., Liao, W. K., Choudhary, A. & Agrawal, A., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852162. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Materials science
Neural networks
Availability
Deep learning

Integration of burst buffer in high-level parallel I/O library for exa-scale computing era

Hou, K., Al-Bahrani, R., Rangel, E., Agrawal, A., Latham, R., Ross, R., Choudhary, A. & Liao, W. K., Feb 8 2019, Proceedings of PDSW-DISCS 2018: 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis. Institute of Electrical and Electronics Engineers Inc., p. 1-12 12 p. 8638428. (Proceedings of PDSW-DISCS 2018: 3rd Joint International Workshop on Parallel Data Storage and Data Intensive Scalable Computing Systems, Held in conjunction with SC 2018: The International Conference for High Performance Computing, Networking, Storage and Analysis).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supercomputers
Computer systems
Agglomeration
3 Citations (Scopus)

IRNet: A general purpose deep residual regression framework for materials discovery

Jha, D., Wolverton, C., Ward, L., Foster, I., Yang, Z., Wei-Keng, L., Choudhary, A. & Agrawal, A., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2385-2393 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Crystal structure
Chemical analysis
Materials properties
Neural networks
1 Citation (Scopus)

Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation

Han, D., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 305-312 8 p. 8622258. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric sparks
Parallel algorithms
Scalability
Merging
Processing
2 Citations (Scopus)

Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns

Jha, DI., Kusne, A. G., Al-Bahrani, R., Nguyen, N., Liao, W. K., Choudhary, A. & Agrawal, A., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852096. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diffraction patterns
X ray diffraction
Chemical analysis
X ray diffraction analysis
Labels
2 Citations (Scopus)

Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening

Paul, A., Jha, DI., Al-Bahrani, R., Liao, W. K., Choudhary, A. & Agrawal, A., Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8852446. (Proceedings of the International Joint Conference on Neural Networks; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Molecular orbitals
Density functional theory
Screening
Neural networks
Molecular structure
2018
7 Citations (Scopus)

A deep adversarial learning methodology for designing microstructural material systems

Li, X., Yang, Z., Catherine Brinson, L., Choudhary, A. N., Agrawal, A. & Chen, W., Jan 1 2018, 44th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B-2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Microstructure
Material Design
Methodology
Information Loss
Latent Variables

Building halo merger trees from the Q continuum simulation

Rangel, E., Frontiere, N., Habib, S., Heitmann, K., Liao, W-K., Agrawal, A. & Choudhary, A. N., Feb 7 2018, Proceedings - 24th IEEE International Conference on High Performance Computing, HiPC 2017. Institute of Electrical and Electronics Engineers Inc., p. 398-407 10 p. (Proceedings - 24th IEEE International Conference on High Performance Computing, HiPC 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mergers
Merging
Substructure
Continuum
Galaxies

DTF: An I/O arbitration framework for multi-component data processing workflows

Martsinkevich, T. V., Gerofi, B., Lien, G. Y., Nishizawa, S., Liao, W. K., Miyoshi, T., Tomita, H., Ishikawa, Y. & Choudhary, A., Jan 1 2018, High Performance Computing - 33rd International Conference, ISC High Performance 2018, Proceedings. Weiland, M., Keyes, D., Trinitis, C. & Yokota, R. (eds.). Springer Verlag, p. 63-80 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10876 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Arbitration
Data transfer
Work Flow
Parallel File System
Data Transfer

Full-duplex inter-group all-to-all broadcast algorithms with optimal bandwidth

Kang, Q., Agrawal, A., Träff, J. L., Choudhary, A., Al-Bahrani, R. & Weikeng, L., Sep 23 2018, EuroMPI 2018 - Proceedings of the 25th European MPI Users' Group Meeting. Association for Computing Machinery, a1. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bandwidth
Communication
Supercomputers
Parallel algorithms
Experiments
1 Citation (Scopus)

Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication

Lee, S., Jha, D., Agrawal, A., Choudhary, A. & Liao, W. K., Feb 7 2018, Proceedings - 24th IEEE International Conference on High Performance Computing, HiPC 2017. Institute of Electrical and Electronics Engineers Inc., p. 183-192 10 p. (Proceedings - 24th IEEE International Conference on High Performance Computing, HiPC 2017; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Overlapping
Neural Networks
Neural networks
Communication
Parallelization
4 Citations (Scopus)

Towards autonomic science infrastructure: Architecture, limitations, and open issues

Kettimuthu, R., Liu, Z., Foster, I., Beckman, P. H., Sim, A., Wu, K., Liao, W. K., Kang, Q., Agrawal, A. & Choudhary, A., Jun 11 2018, Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, AI-Science 2018 - In conjunction with HPDC. Association for Computing Machinery, Inc, a2. (Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, AI-Science 2018 - In conjunction with HPDC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Natural sciences computing
Learning systems
Learning algorithms
Computer systems
2017

A hybrid training algorithm for recurrent neural network using particle swarm optimization-based preprocessing and temporal error aggregation

Kang, Q., Liao, W. K., Agrawal, A. & Choudhary, A., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. Gottumukkala, R., Karypis, G., Raghavan, V., Wu, X., Miele, L., Aluru, S., Ning, X. & Dong, G. (eds.). IEEE Computer Society, p. 812-817 6 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Backpropagation
Particle swarm optimization (PSO)
Agglomeration
Time series

Analyzing Informal Caregiving Expression in Social Media

Al-Bahrani, R., Danilovich, M. K., Liao, W. K., Choudhary, A. & Agrawal, A., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. Gottumukkala, R., Karypis, G., Raghavan, V., Wu, X., Miele, L., Aluru, S., Ning, X. & Dong, G. (eds.). IEEE Computer Society, p. 342-349 8 p. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health
Statistics

Distinguish polarity in bag-of-words visualization

Xie, Y., Chen, Z., Agrawal, A. & Choudhary, A., Jan 1 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 3344-3350 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Semantics
Neural networks
Experiments
6 Citations (Scopus)

Forecasting Influenza Levels Using Real-Time Social Media Streams

Lee, K., Agrawal, A. & Choudhary, A. N., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 409-414 6 p. 8031183. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Human Influenza
Centers for Disease Control and Prevention (U.S.)
Pandemics
Resource Allocation
4 Citations (Scopus)

Medical Concept Normalization for Online User-Generated Texts

Lee, K., Hasan, S. A., Farri, O., Choudhary, A. & Agrawal, A., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 462-469 8 p. 8031195. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Health
Language
Benchmarking
Terminology
3 Citations (Scopus)

Parallel Implementation of Lossy Data Compression for Temporal Data Sets

Yuan, Z., Hendrix, W., Son, S. W., Federrath, C., Agrawal, A., Liao, W. K. & Choudhary, A., Feb 1 2017, Proceedings - 23rd IEEE International Conference on High Performance Computing, HiPC 2016. Institute of Electrical and Electronics Engineers Inc., p. 62-71 10 p. 7839670. (Proceedings - 23rd IEEE International Conference on High Performance Computing, HiPC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data compression
Astrophysics
Parallel processing systems
Fluid dynamics
Climate change
6 Citations (Scopus)

Predicting the Outcome of Startups: Less Failure, More Success

Krishna, A., Agrawal, A. & Choudhary, A. N., Jan 30 2017, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Baeza-Yates, R., Gullo, F., Domeniconi, C., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Wu, X., Baeza-Yates, R., Bonchi, F. & Zhou, Z-H. (eds.). IEEE Computer Society, p. 798-805 8 p. 7836749

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Seed
Bayesian networks
Time series
Industry
1 Citation (Scopus)

Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media

Al-Bahrani, R., Danilovich, M. K., Liao, W. K., Choudhary, A. & Agrawal, A., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Cummins, M., Facelli, J., Meixner, G., Giraud-Carrier, C. & Nakajima, H. (eds.). Institute of Electrical and Electronics Engineers Inc., 1 p. 8031162. (Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Caregivers
Alzheimer Disease
Health
2016
6 Citations (Scopus)

A fatigue strength predictor for steels using ensemble data mining

Agrawal, A. & Choudhary, A. N., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2497-2500 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Steel
Fatigue
Data mining
Predictors
World Wide Web
1 Citation (Scopus)

A filtering-based clustering algorithm for improving spatio-temporal kriging interpolation accuracy

Kang, Q., Liao, W. K., Agrawal, A. & Choudhary, A., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2209-2214 6 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interpolation
Kriging
Clustering algorithm
Test statistic
Mean square error of prediction
6 Citations (Scopus)

A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining

Agrawal, A., Meredig, B., Wolverton, C. & Choudhary, A., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 1276-1279 4 p. 7836814. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Crystalline materials
Chemical analysis
Density functional theory
Carrier concentration
17 Citations (Scopus)

A novel scalable DBSCAN algorithm with spark

Han, D., Agrawal, A., Liao, W. K. & Choudhary, A., Jul 18 2016, Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 1393-1402 10 p. 7530030. (Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric sparks
Communication
Fault tolerance
Application programming interfaces (API)
Parallel algorithms
2 Citations (Scopus)

Evaluation of K-means data clustering algorithm on Intel Xeon Phi

Lee, S., Liao, W-K., Agrawal, A., Hardavellas, N. & Choudhary, A. N., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2251-2260 10 p. 7840856. (Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering algorithms
Data storage equipment
Hardware
Bandwidth
Processing
2 Citations (Scopus)

Five Year Life Expectancy Calculator for Older Adults

Agrawal, A., Mathias, J., Baker, D. & Choudhary, A., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 1280-1283 4 p. 7836815. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decision making
Health
1 Citation (Scopus)

Identifying hotspots in five year survival electronic health records of older adults

Agrawal, A., Mathias, J. S., Baker, D. & Choudhary, A. N., Dec 30 2016, 2016 IEEE 6th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2016. Institute of Electrical and Electronics Engineers Inc., 7802773

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic Health Records
Association rules
Hot Spot
health services
Healthcare
12 Citations (Scopus)

Materials discovery: Understanding polycrystals from large-scale electron patterns

Liu, R., Agrawal, A., Liao, W-K., Choudhary, A. N. & De Graef, M., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 2261-2269 9 p. 7840857

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image understanding
Polycrystals
Materials science
Glossaries
Learning systems
5 Citations (Scopus)

Parallel community detection algorithm using a data partitioning strategy with pairwise subdomain duplication

Palsetia, D., Hendrix, W., Lee, S., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 1 2016, High Performance Computing - 31st International Conference, ISC High Performance 2016, Proceedings. Dongarra, J., Kunkel, J. M. & Balaji, P. (eds.). Springer Verlag, p. 98-115 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9697).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Partitioning
Community Detection
Duplication
Pairwise
Parallel algorithms
2 Citations (Scopus)

Parallel DTFE surface density field reconstruction

Rangel, E., Li, N., Habib, S., Peterka, T., Agrawal, A., Liao, W-K. & Choudhary, A. N., Dec 6 2016, Proceedings - 2016 IEEE International Conference on Cluster Computing, CLUSTER 2016. Institute of Electrical and Electronics Engineers Inc., p. 30-39 10 p. 7776476

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Interpolation
Data storage equipment
Software packages
Processing
1 Citation (Scopus)

PinterNet: A thematic label curation tool for large image datasets

Liu, R., Palsetia, D., Paul, A., Al-Bahrani, R., Jha, D., Liao, W-K., Agrawal, A. & Choudhary, A. N., Jan 1 2016, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Ak, R., Karypis, G., Xia, Y., Hu, X. T., Yu, P. S., Joshi, J., Ungar, L., Liu, L., Sato, A-H., Suzumura, T., Rachuri, S., Govindaraju, R. & Xu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2353-2362 10 p. 7840868

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Image classification
Image segmentation
Labeling
Computer vision

Towards Informal Caregiver Identification in Social Media

Al-Bahrani, R., Danilovich, M. K., Agrawal, A. & Choudhary, A., Dec 6 2016, Proceedings - 2016 IEEE International Conference on Healthcare Informatics, ICHI 2016. Institute of Electrical and Electronics Engineers Inc., 1 p. 7776397

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
social media
Caregivers
caregiver
2015
100 Citations (Scopus)

An exploration of parameter redundancy in deep networks with circulant projections

Cheng, Y., Yu, F. X., Feris, R. S., Kumar, S., Choudhary, A. & Chang, S. F., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2857-2865 9 p. 7410684. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Redundancy
Neural networks
Network layers
Network architecture
Fast Fourier transforms
15 Citations (Scopus)

A scalable hierarchical clustering algorithm using spark

Jin, C., Liu, R., Hendrix, W., Agrawal, A., Choudhary, A. & Chen, Z., Aug 10 2015, Proceedings - 2015 IEEE 1st International Conference on Big Data Computing Service and Applications, BigDataService 2015. Institute of Electrical and Electronics Engineers Inc., p. 418-427 10 p. 7184911. (Proceedings - 2015 IEEE 1st International Conference on Big Data Computing Service and Applications, BigDataService 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric sparks
Clustering algorithms
Redundancy
Data mining
Scalability
2 Citations (Scopus)

Clique guided community detection

Palsetia, D., Patwary, M. M. A., Hendrix, W., Agrawal, A. & Choudhary, A. N., Jan 7 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Chang, W., Huan, J., Cercone, N., Pyne, S., Honavar, V., Lin, J., Hu, X. T., Aggarwal, C., Mobasher, B., Pei, J. & Nambiar, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 500-509 10 p. 7004267. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Merging
Physics
1 Citation (Scopus)

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 361-369 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Uncertainty
Data mining
16 Citations (Scopus)

Mining social media streams to improve public health allergy surveillance

Lee, K., Agrawal, A. & Choudhary, A., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 815-822 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Allergies
Public health
Health
Classifiers
Temperature
5 Citations (Scopus)

Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization

Liu, R., Agrawal, A., Liao, W. K., Choudhary, A. & Chen, Z., Dec 3 2015, 2015 8th International Conference on Contemporary Computing, IC3 2015. Amudha, J., Gupta, D., Zola, J., Nanjangud, N., Pathak, A., Prasad, S. K., Ramesh, T., Parashar, M., Kothapalli, K., Bangalore, P., Chaudhary, S. & Dinesha, K. V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 7346645. (2015 8th International Conference on Contemporary Computing, IC3 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Genetic algorithms
5 Citations (Scopus)

Reducing infrequent-token perplexity via variational corpora

Xie, Y., Daga, P., Cheng, Y., Zhang, K., Agrawal, A. & Choudhary, A., Jan 1 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 609-615 7 p. (ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
neural network
Websites
performance
content analysis
1 Citation (Scopus)

Running MAP inference on million node graphical models: A high performance computing perspective

Jin, C., Fu, Q., Wang, H., Hendrix, W., Chen, Z., Agrawal, A., Banerjee, A. & Choudhary, A. N., Jan 1 2015, Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015. Institute of Electrical and Electronics Engineers Inc., p. 565-575 11 p. 7152522

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supercomputers
Message passing
2014

A Data Mining Approach in Structure-Property Optimization

Liu, R., Kumar, A., Chen, Z., Agrawal, A., Sundararaghavan, V. & Choudhary, A., 2014, A Data Mining Approach in Structure-Property Optimization.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

A machine learning-based design representation method for designing heterogeneous microstructures

Xu, H., Liu, R., Choudhary, A. N. & Chen, W., Jan 1 2014, 40th Design Automation Conference. American Society of Mechanical Engineers (ASME), (Proceedings of the ASME Design Engineering Technical Conference; vol. 2B).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Microstructure
Machine Learning
Descriptors
Design
18 Citations (Scopus)

A new parallel algorithm for two-pass connected component labeling

Gupta, S., Palsetia, D., Patwary, M. M. A., Agrawal, A. & Choudhary, A. N., Jan 1 2014, Proceedings - IEEE 28th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2014. IEEE Computer Society, p. 1355-1362 8 p. 6969537

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel algorithms
Labeling
Labels
Pixels
Memory architecture
2 Citations (Scopus)

Batch mode activc learning with hierarchical-structured embedded variance

Cheng, Y., Chen, Z., Fei, H., Wang, F. & Choudhary, A. N., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M. J., Banerjee, A., Parthasarathy, S., Ning-Tan, P., Obradovic, Z. & Kamath, C. (eds.). Society for Industrial and Applied Mathematics Publications, p. 10-18 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Labeling
Sampling
Problem-Based Learning
Uncertainty
1 Citation (Scopus)

Enhancing financial decision-making using social behavior modeling

Liu, R., Agrawal, A., Liao, W. K. & Choudhary, A., Aug 24 2014, Proceedings of the 8th Workshop on Social Network Mining and Analysis, SNAKDD 2014. Association for Computing Machinery, Inc, a13. (Proceedings of the 8th Workshop on Social Network Mining and Analysis, SNAKDD 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Behavior
Decision Making
Decision making
Profitability
Emotions

Indexing bipartite memberships in web graphs

Xie, Y., Chen, Z., Palsetia, D., Agrawal, A. & Choudhary, A. N., Jan 1 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Institute of Electrical and Electronics Engineers Inc., p. 166-173 8 p. 6921578

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data structures
Semantics
Experiments
1 Citation (Scopus)

Memory-efficient query-driven community detection with application to complex disease associations

Harenberg, S., Seay, R. G., Ranshous, S., Padmanabhan, K., Harlalka, J. K., Schendel, E. R., O'Brien, M. P., Chirkova, R. Y., Hendrix, W., Choudhary, A. N., Kumar, V., Doraiswamy, M. & Samatova, N. F., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Ning-Tan, P., Banerjee, A., Parthasarathy, S., Obradovic, Z., Kamath, C. & Zaki, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 1010-1018 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Genes
Biomarkers
Dynamic random access storage
Scalability

Predictive Modeling in Characterizing Localization Relationships

Liu, R., Chen, Z., Fast, T., Kalidindi, S., Agrawal, A. & Choudhary, A., 2014, Predictive Modeling in Characterizing Localization Relationships.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data mining
Spatial distribution
Feature extraction
Classifiers
Calibration
5 Citations (Scopus)

RiskWheel: Interactive visual analytics for surveillance event detection

Cheng, Y., Brown, L., Fan, Q., Feris, R., Pankanti, S., Zhang, T. & Choudhary, A. N., 2014, RiskWheel: Interactive visual analytics for surveillance event detection.

Research output: Chapter in Book/Report/Conference proceedingConference contribution