Computer Science

Search results

  • 2019

    Weakly Supervised Building Segmentation from Aerial Images

    Rafique, M. U. & Jacobs, N., Jul 2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. p. 3955-3958 4 p. 8898812. (International Geoscience and Remote Sensing Symposium (IGARSS)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Weakly supervised fusion of multiple overhead images

    Rafique, M. U., Blanton, H. & Jacobs, N., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. p. 1479-1486 8 p. 9025425. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • X-CHANT: A Diverse DSA based Architecture for Next-generation Challenged Networks

    Shah, V. K., Silvestri, S., Luciano, B. & Das, S. K., Apr 2019, INFOCOM 2019 - IEEE Conference on Computer Communications. p. 586-594 9 p. 8737426. (Proceedings - IEEE INFOCOM; vol. 2019-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2018

    3D Reconstruction in the Presence of Glass and Mirrors by Acoustic and Visual Fusion

    Zhang, Y., Ye, M., Manocha, D. & Yang, R., Aug 1 2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 8, p. 1785-1798 14 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    14 Scopus citations

  • Achievable-Rate-Enhancing Self-Interference Cancellation for Full-Duplex Communications

    Ju, P., Wen, M., Cheng, X. & Yang, L., Dec 2018, In: IEEE Transactions on Wireless Communications. 17, 12, p. 8473-8484 12 p., 8515283.

    Research output: Contribution to journal › Article › peer-review

    9 Scopus citations

  • Adversarial aacks to distributed voltage control in power distribution networks with DERs

    Ju, P. & Lin, X., Jun 12 2018, e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems. p. 291-302 12 p. (e-Energy 2018 - Proceedings of the 9th ACM International Conference on Future Energy Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Scopus citations

  • A framework for the inference of sensing measurements based on correlation

    Silvestri, S., Urgaonkar, R., Zafer, M. & Jun Ko, B., Dec 2018, In: ACM Transactions on Sensor Networks. 15, 1, a4.

    Research output: Contribution to journal › Article › peer-review

    15 Scopus citations

  • A generator of hard 2QBF formulas and ASP programs

    Amendola, G., Ricca, F. & Truszczynski, M., 2018, Principles of Knowledge Representation and Reasoning: Proceedings of the 16th International Conference, KR 2018. Thielscher, M., Toni, F. & Wolter, F. (eds.). p. 52-56 5 p. (Principles of Knowledge Representation and Reasoning: Proceedings of the 16th International Conference, KR 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • A hybrid approach to testing for nonfunctional faults in embedded systems using genetic algorithms

    Yu, T., Srisa-an, W., Cohen, M. B. & Rothermel, G., Nov 2018, In: Software Testing Verification and Reliability. 28, 7, e1686.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations

  • A multimodal approach to mapping soundscapes

    Salem, T., Zhai, M., Workman, S. & Jacobs, N., Oct 31 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. p. 3477-3480 4 p. 8517977. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • A multi-objective evolutionary algorithm based on Pareto prediction for automatic test task scheduling problems

    Lu, H., Zhou, R., Fei, Z. & Shi, J., May 2018, In: Applied Soft Computing Journal. 66, p. 394-412 19 p.

    Research output: Contribution to journal › Article › peer-review

    23 Scopus citations

  • Analysis of the similarities and differences of job-based scheduling problems

    Lu, H., Shi, J., Fei, Z., Zhou, Q. & Mao, K., Nov 1 2018, In: European Journal of Operational Research. 270, 3, p. 809-825 17 p.

    Research output: Contribution to journal › Article › peer-review

    18 Scopus citations

  • An Effective Dynamic Spectrum Access based Network Architecture for Smart Cities

    Shah, V. K., Silvestri, S., Bhattacharjee, S. & Das, S. K., Jul 2 2018, 2018 IEEE International Smart Cities Conference, ISC2 2018. 8656954. (2018 IEEE International Smart Cities Conference, ISC2 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound

    Liang, X., Di, S., Tao, D., Chen, Z. & Cappello, F., Oct 29 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. p. 179-189 11 p. 8514879. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    60 Scopus citations

  • A Network Tomography Approach for Traffic Monitoring in Smart Cities

    Zhang, R., Newman, S., Ortolani, M. & Silvestri, S., Jul 2018, In: IEEE Transactions on Intelligent Transportation Systems. 19, 7, p. 2268-2278 11 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    26 Scopus citations

  • An exercise in repeating experimental analysis using a program developed on a no longer available computing system

    De Castro, L. & Jaromczyk, J. W., Mar 29 2018, Proceedings of the ACMSE 2018 Conference. a46. (Proceedings of the ACMSE 2018 Conference; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An outlier detection algorithm based on cross-correlation analysis for time series dataset

    Lu, H., Liu, Y., Fei, Z. & Guan, C., Sep 15 2018, In: IEEE Access. 6, p. 53593-53610 18 p., 8466868.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    49 Scopus citations

  • A novel data structure to support ultra-fast taxonomic classification of metagenomic sequences with k-mer signatures

    Liu, X., Yu, Y., Liu, J., Liu, J., Elliott, C. F. & Qian, C., Jan 1 2018, In: Bioinformatics. 34, 1, p. 171-178 8 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    29 Scopus citations

  • An SDN architecture for improving throughput of large flows using multipath TCP

    Alharbi, F. & Fei, Z., Jul 27 2018, Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018. Qiu, M. (ed.). p. 111-116 6 p. 8421861. (Proceedings - 5th IEEE International Conference on Cyber Security and Cloud Computing and 4th IEEE International Conference on Edge Computing and Scalable Cloud, CSCloud/EdgeCom 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • A Study of Regression Test Selection in Continuous Integration Environments

    Yu, T. & Wang, T., Nov 16 2018, Proceedings - 29th IEEE International Symposium on Software Reliability Engineering, ISSRE 2018. Ghosh, S., Cukic, B., Poston, R., Natella, R. & Laranjeiro, N. (eds.). p. 135-143 9 p. 8539076. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2018-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Automatic segmentation of pulmonary lobes using a progressive dense v-network

    Imran, A. A. Z., Hatamizadeh, A., Ananth, S. P., Ding, X., Terzopoulos, D. & Tajbakhsh, N., 2018, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018 and 8th International Workshop, ML-CDS 2018 Held in Conjunction with MICCAI 2018. Maier-Hein, L., Syeda-Mahmood, T., Taylor, Z., Lu, Z., Stoyanov, D., Madabhushi, A., Tavares, J. M. R. S., Nascimento, J. C., Moradi, M., Martel, A., Papa, J. P., Conjeti, S., Belagiannis, V., Greenspan, H., Carneiro, G. & Bradley, A. (eds.). p. 282-290 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11045 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    26 Scopus citations

  • Automating requirements traceability: Two decades of learning from KDD

    Dekhtyar, A. & Hayes, J. H., Dec 27 2018, Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018. Trapp, M., Hess, A. & Lauenroth, K. (eds.). p. 12-15 4 p. 8595127. (Proceedings - 2018 1st International Workshop on Learning from other Disciplines for Requirements Engineering, D4RE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • A weakly supervised approach for estimating spatial density functions from high-resolution satellite imagery

    Jacobs, N., Kraft, A., Rafique, M. U. & Sharma, R. D., Nov 6 2018, 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2018. Xiong, L., Tamassia, R., Banaei, K. F., Guting, R. H. & Hoel, E. (eds.). p. 33-42 10 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • BeeFlow: A workflow management system for in situ processing across HPC and cloud systems

    Chen, J., Guan, Q., Zhang, Z., Liang, X., Vernon, L., McPherson, A., Lo, L. T., Grubel, P., Randles, T., Chen, Z. & Ahrens, J., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. p. 1029-1038 10 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Build and Execution Environment (BEE): An Encapsulated Environment Enabling HPC Applications Running Everywhere

    Chen, J., Guan, Q., Liang, X., Bryant, P., Grubel, P., McPherson, A., Lo, L. T., Randles, T., Chen, Z. & Ahrens, J. P., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). p. 1737-1746 10 p. 8622572. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Characterization of adipose compartments in mastectomy CT images

    Imran, A. A. Z., Bakic, P. R. & Pokrajac, D. D., 2018, Medical Imaging 2018: Physics of Medical Imaging. Schmidt, T. G., Chen, G.-H. & Lo, J. Y. (eds.). 1057356. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10573).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Classification of whole mammogram and tomosynthesis images using deep convolutional neural networks

    Zhang, X., Zhang, Y., Han, E. Y., Jacobs, N., Han, Q., Wang, X. & Liu, J., Jul 2018, In: IEEE Transactions on Nanobioscience. 17, 3, p. 237-242 6 p., 8374855.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    107 Scopus citations

  • Combining intentionality and belief: Revisiting believable character plans

    Shirvani, A., Farrell, R. & Ware, S. G., 2018, Proceedings of the 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2018. p. 222-228 7 p. (Proceedings of the 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    23 Scopus citations

  • Comparing synopsis techniques for approximate spatial data analysis

    Siddique, A. B., Eldawy, A. & Hristidis, V., 2018, In: Proceedings of the VLDB Endowment. 12, 11, p. 1583-1596 14 p.

    Research output: Contribution to journal › Conference article › peer-review

    Open Access
    15 Scopus citations

  • Correction to: A comparative genomic analysis of putative pathogenicity genes in the host-specific sibling species Colletotrichum graminicola and Colletotrichum sublineola (BMC Genomics (2017) 18 (67) DOI: 10.1186/s12864-016-3457-9)

    Buiate, E. A. S., Xavier, K. V., Moore, N., Torres, M. F., Farman, M. L., Schardl, C. L. & Vaillancourt, L. J., Sep 19 2018, In: BMC Genomics. 19, 1, 686.

    Research output: Contribution to journal › Comment/debate

    Open Access

  • CountMax: A Lightweight and Cooperative Sketch Measurement for Software-Defined Networks.

    Yu, X., Xu, H., Yao, D., Wang, H. & Huang, L., 2018, In: IEEE/ACM Trans. Netw.. 26, 6, p. 2774-2786 13 p., 6.

    Research output: Contribution to journal › Article › peer-review

    47 Scopus citations

  • Debugging SDN in HPC environments

    Hayashida, M., Rivera, S., Griffioen, J., Fei, Z. & Song, Y., Jul 22 2018, Practice and Experience in Advanced Research Computing 2018: Seamless Creativity, PEARC 2018. a7. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map

    Wang, P., Yang, R., Cao, B., Xu, W. & Lin, Y., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. p. 5860-5869 10 p. 8578712. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    52 Scopus citations

  • Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network

    Cheng, X., Wang, P. & Yang, R., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). p. 108-125 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11220 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    69 Scopus citations

  • Designing green communication systems for smart and connected communities via dynamic spectrum access

    Shah, V. K., Bhattacharjee, S., Silvestri, S. & Das, S. K., Nov 2018, In: ACM Transactions on Sensor Networks. 14, 3-4, a31.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    5 Scopus citations

  • Discerning novel splice junctions derived from RNA-seq alignment: A deep learning approach

    Zhang, Y., Liu, X., MacLeod, J. & Liu, J., Dec 27 2018, In: BMC Genomics. 19, 1, 971.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    27 Scopus citations

  • Dynamic non-rigid objects reconstruction with a single RGB-D sensor

    Wang, S., Zuo, X., Du, C., Wang, R., Zheng, J. & Yang, R., Mar 16 2018, In: Sensors (Switzerland). 18, 3, 886.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    17 Scopus citations

  • Editorial special issue RE 2017

    Hayes, J. & Paech, B., Sep 1 2018, In: Requirements Engineering. 23, 3, p. 331-332 2 p.

    Research output: Contribution to journal › Editorial

  • Effective use of analysts’ effort in automated tracing

    Hayes, J. H., Dekhtyar, A., Larsen, J. & Guéhéneuc, Y. G., Mar 1 2018, In: Requirements Engineering. 23, 1, p. 119-143 25 p.

    Research output: Contribution to journal › Article › peer-review

    5 Scopus citations

  • Efficient implementations of the multivariate decomposition method for approximating infinite-variate integrals

    Gilbert, A. D., Kuo, F. Y., Nuyens, D. & Wasilkowski, G. W., 2018, In: SIAM Journal on Scientific Computing. 40, 5, p. A3240-A3266

    Research output: Contribution to journal › Article › peer-review

    Open Access
    8 Scopus citations

  • Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets

    Liang, X., Di, S., Tao, D., Li, S., Li, S., Guo, H., Chen, Z. & Cappello, F., Jul 2 2018, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Abe, N., Liu, H., Pu, C., Hu, X., Ahmed, N., Qiao, M., Song, Y., Kossmann, D., Liu, B., Lee, K., Tang, J., He, J. & Saltz, J. (eds.). p. 438-447 10 p. 8622520. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    190 Scopus citations

  • Event representations for automated story generation with deep neural nets

    Martin, L. J., Ammanabrolu, P., Wang, X., Hancock, W., Singh, S., Harrison, B. & Riedl, M. O., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. p. 868-875 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    128 Scopus citations

  • Exosomal lipids for classifying early and late stage non-small cell lung cancer

    Fan, T. W. M., Zhang, X., Wang, C., Yang, Y., Kang, W. Y., Arnold, S., Higashi, R. M., Liu, J. & Lane, A. N., Dec 11 2018, In: Analytica Chimica Acta. 1037, p. 256-264 9 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    82 Scopus citations

  • FARSA: Fully automated roadway safety assessment

    Song, W., Workman, S., Hadzic, A., Zhang, X., Green, E., Chen, M., Souleyrette, R. & Jacobs, N., May 3 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. p. 521-529 9 p. (Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    12 Scopus citations

  • Farsa: Fully automated roadway safety assessment

    Song, W., Workman, S., Hadzic, A., Zhang, X., Green, E., Chen, M., Souleyrette, R. & Jacobs, N., 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). p. 521-529 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fault tolerant one-sided matrix decompositions on heterogeneous systems with GPUs

    Chen, J., Li, H., Li, S., Liang, X., Wu, P., Tao, D., Ouyang, K., Liu, Y., Zhao, K., Guan, Q. & Chen, Z., Jul 2 2018, Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018. p. 854-865 12 p. 8665759. (Proceedings - International Conference for High Performance Computing, Networking, Storage, and Analysis, SC 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • First: A framework for optimizing information quality in mobile crowdsensing systems

    Restuccia, F., Ferraro, P., Sanders, T. S., Silvestri, S., Das, S. K. & Lo Re, G., Dec 2018, In: ACM Transactions on Sensor Networks. 15, 1, a5.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    24 Scopus citations

  • Fixed-PSNR Lossy Compression for Scientific Data

    Tao, D., Di, S., Liang, X., Chen, Z. & Cappello, F., Oct 29 2018, Proceedings - 2018 IEEE International Conference on Cluster Computing, CLUSTER 2018. p. 314-318 5 p. 8514891. (Proceedings - IEEE International Conference on Cluster Computing, ICCC; vol. 2018-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Scopus citations

  • FREDI: Robust RSS-based ranging with multipath effect and radio interference

    Zhao, Y., Liu, Y., Yu, T., He, T. & Qian, C., Dec 24 2018, In: Computer Networks. 147, p. 49-63 15 p.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations

  • Guiding reinforcement learning exploration using natural language

    Harrison, B., Ehsan, U. & Riedl, M. O., 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. p. 1956-1958 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations