• 2603 Citations
1996 …2023

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2019

A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes

Paul, A., Mozaffar, M., Yang, Z., Liao, W. K., Choudhary, A., Cao, J. & Agrawal, A., Oct 2019, Proceedings - 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019. Singh, L., De Veaux, R., Karypis, G., Bonchi, F. & Hill, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 541-550 10 p. 8964151. (Proceedings - 2019 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2019).

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

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

Data-driven insights from predictive analytics on heterogeneous experimental data of industrial magnetic materials

Yang, Z., Watari, T., Ichigozaki, D., Morohoshi, K., Suga, Y., Liao, W. K., Choudhary, A. & Agrawal, A., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 806-813 8 p. 8955506. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

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

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

1 Scopus citations

Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time

Lee, S., Kang, Q., Madireddy, S., Balaprakash, P., Agrawal, A., Choudhary, A., Archibald, R. & Liao, W. K., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 830-839 10 p. 9006550. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

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

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

3 Scopus citations

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

2 Scopus citations

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

2 Scopus citations

Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems

Kang, Q., Agrawal, A., Choudhary, A., Sim, A., Wu, K., Kettimuthu, R., Beckman, P. H., Liu, Z. & Liao, W. K., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4381-4389 9 p. 9006046. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

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

2 Scopus citations
2018

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

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

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

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

1 Scopus citations

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

6 Scopus citations
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

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

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

3 Scopus citations

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

1 Scopus citations
2016

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

1 Scopus citations

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

20 Scopus citations

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

2 Scopus citations

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

12 Scopus citations

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

5 Scopus citations

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

2 Scopus citations

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

1 Scopus citations
2015

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

5 Scopus citations
2014

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

1 Scopus citations

Search Space Preprocessing in Solving Complex Optimization Problems

Liu, R., Agrawal, A., Liao, W. & Choudhary, A., 2014, Search Space Preprocessing in Solving Complex Optimization Problems.

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

2013

A probabilistic graphical model for brand reputation assessment in social networks

Zhang, K., Downey, D. C., Chen, Z., Cheng, Y., Xie, Y., Agrawal, A., Liao, W-K. & Choudhary, A. N., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 223-230 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

4 Scopus citations

Caranx: Scalable Social Image Index Using Phylogenetic Tree of Hashtags

Xie, Y., Chen, Z., Agrawal, A., Liao, W. & Choudhary, A., 2013, Caranx: Scalable Social Image Index Using Phylogenetic Tree of Hashtags.

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

Detecting and tracking disease outbreaks by mining social media data

Xie, Y., Chen, Z., Cheng, Y., Zhang, K., Agrawal, A., Liao, W-K. & Choudhary, A. N., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2958-2960 3 p.

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

14 Scopus citations

Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload

Son, S. W., Sehrish, S., Liao, W. K., Oldfield, R. & Choudhary, A., Dec 1 2013, 2013 IEEE International Conference on Cluster Computing, CLUSTER 2013. 6702689. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).

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

Fast algorithms for the maximum clique problem on massive sparse graphs

Pattabiraman, B., Patwary, M. M. A., Gebremedhin, A. H., Liao, W. K. & Choudhary, A., Dec 1 2013, Algorithms and Models for the Web Graph - 10th International Workshop, WAW 2013, Proceedings. p. 156-169 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8305 LNCS).

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

18 Scopus citations

Forecast oriented classification of spatio-temporal extreme events

Chen, Z., Xie, Y., Cheng, Y., Zhang, K., Agrawal, A., Liao, W-K., Samatova, N. F. & Choudhary, A. N., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2952-2954 3 p.

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

3 Scopus citations

Improving collective I/O performance by pipelining request aggregation and file access

Sehrish, S., Son, S. W., Liao, W. K., Choudhary, A. & Schuchardt, K., Jan 1 2013, Proceedings of the 20th European MPI Users' Group Meeting, EuroMPI 2013. Association for Computing Machinery, p. 37-42 6 p. (ACM International Conference Proceeding Series).

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

5 Scopus citations

Mining diabetes complication and treatment patterns for clinical decision support

Liu, L., Tang, J., Cheng, Y., Agrawal, A., Liao, W-K. & Choudhary, A. N., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 279-288 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

12 Scopus citations

Scalable parallel OPTICS data clustering using graph algorithmic techniques

Patwary, M. M. A., Palsetia, D., Agrawal, A., Liao, W-K., Manne, F. & Choudhary, A. N., Jan 1 2013, Proceedings of SC 2013: The International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE Computer Society, 49

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

24 Scopus citations

Solving combinatorial optimization problems using relaxed linear programming: A high performance computing perspective

Jin, C., Fu, Q., Wang, H., Agrawal, A., Hendrix, W., Liao, W-K., Patwary, M. M. A., Banerjee, A. & Choudhary, A. N., Jan 1 2013, Proc. of 2nd Int. Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2013 - Held in Conj. with SIGKDD 2013 Conf.. Association for Computing Machinery, p. 39-46 8 p.

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

1 Scopus citations
2012

A new scalable parallel DBSCAN algorithm using the disjoint-set data structure

Patwary, M. M. A., Palsetia, D., Agrawal, A., Liao, W-K., Manne, F. & Choudhary, A. N., Dec 1 2012, 2012 International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2012. 6468492. (International Conference for High Performance Computing, Networking, Storage and Analysis, SC).

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

81 Scopus citations

GPU-accelerated Monte Carlo simulations of dense stellar systems

Pattabiraman, B., Umbreit, S., Liao, W-K., Rasio, F. A., Kalogera, V., Memik, G. & Choudhary, A. N., Dec 12 2012, 2012 Innovative Parallel Computing, InPar 2012. 6339600. (2012 Innovative Parallel Computing, InPar 2012).

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

2 Scopus citations

IOPin: Runtime profiling of parallel I/O in HPC systems

Kim, S. J., Son, S. W., Liao, W. K., Kandemir, M., Thakur, R. & Choudhary, A., Dec 1 2012, Proceedings - 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, SCC 2012. p. 18-23 6 p. 6495796. (Proceedings - 2012 SC Companion: High Performance Computing, Networking Storage and Analysis, SCC 2012).

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

9 Scopus citations

On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions

Lakshminarasimhan, S., Kumar, P., Liao, W. K., Choudhary, A., Kumar, V. & Samatova, N. F., Nov 26 2012, 2012 International Green Computing Conference, IGCC 2012. 6322265. (2012 International Green Computing Conference, IGCC 2012).

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

1 Scopus citations

Parallel hierarchical clustering on shared memory platforms

Hendrix, W., Ali Patwary, M. M., Agrawal, A., Liao, W-K. & Choudhary, A. N., Dec 1 2012, 2012 19th International Conference on High Performance Computing, HiPC 2012. 6507511. (2012 19th International Conference on High Performance Computing, HiPC 2012).

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

9 Scopus citations

Sentiment identification by incorporating syntax, semantics and context information

Zhang, K., Xie, Y., Cheng, Y., Honbo, D., Downey, D. C., Agrawal, A., Liao, W-K. & Choudhary, A. N., Sep 28 2012, SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1143-1144 2 p. (SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

6 Scopus citations

User-Interest based Community Extraction in Social Networks

Palsetia, D., Patwary, M. A., Zhang, K., Lee, K., Moran, C., Xie, Y., Honbo, D., Agrawal, A., Liao, W. & Choudhary, A., 2012, User-Interest based Community Extraction in Social Networks.

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

2011

Community dynamics and analysis of decadal trends in climate data

Hendrix, W., Tetteh, I. K., Agrawal, A., Semazzi, F., Liao, W-K. & Choudhary, A. N., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011. p. 9-14 6 p. 6137354. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

7 Scopus citations

Efficient pairwise statistical significance estimation for local sequence alignment using GPU

Zhang, Y., Misra, S., Honbo, D., Agrawal, A., Liao, W-K. & Choudhary, A. N., Apr 14 2011, 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2011. p. 226-231 6 p. 5729885. (2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2011).

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

11 Scopus citations

High performance data mining using R on heterogeneous platforms

Kumar, P., Ozisikyilmaz, B., Liao, W-K., Memik, G. & Choudhary, A. N., Dec 20 2011, 2011 IEEE International Symposium on Parallel and Distributed Processing, Workshops and Phd Forum, IPDPSW 2011. p. 1720-1729 10 p. 6009038. (IEEE International Symposium on Parallel and Distributed Processing Workshops and Phd Forum).

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

11 Scopus citations