Design and the Arts, Herberger Institute for (HIDA)

Research Output 1982 2019

Filter
Conference contribution
2019

Adversarially-resistant on-demand topic channels for wireless sensor networks

Behrens, H. W. & Candan, K., Jan 15 2019, Proceedings - 2018 IEEE 37th Symposium on Reliable Distributed Systems, SRDS 2018. IEEE Computer Society, p. 83-92 10 p. 8613956. (Proceedings of the IEEE Symposium on Reliable Distributed Systems; vol. 2019-October).

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

Wireless Sensor Networks
Wireless sensor networks
Network protocols
Resilience
Hashing
2018

IMS-DTM: Incremental multi-scale dynamic topic models

Chen, X., Candan, K. & Sapino, M. L., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 5078-5085 8 p.

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

Dynamic models
Sampling

Learning Invariant Riemannian Geometric Representations Using Deep Nets

Lohit, S. & Turaga, P., Jan 19 2018, Proceedings - 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1329-1338 10 p.

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

Geometry
Learning systems
Image classification
Vector spaces
Invariance

Lightweight authentication for fault-tolerant topic-channels in ad hoc distributed systems

Behrens, H. W. & Candan, K., Jun 11 2018, HPDC 2018 - Proceedings of The 27th International Symposium on High-Performance Parallel and Distributed Computing Posters/Doctoral Consortium. Association for Computing Machinery, Inc, p. 13-14 2 p.

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

Disasters
Authentication
Cryptography
Communication
Costs
1 Citation (Scopus)

M2td: Multi-task tensor decomposition for sparse ensemble simulations

Li, X., Candan, K. & Sapino, M. L., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 1156-1167 12 p. 8509327

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

Tensors
Sampling
Decomposition
Computer simulation
Simulation

Perturbation robust representations of topological persistence diagrams

Som, A., Thopalli, K., Ramamurthy, K. N., Venkataraman, V., Shukla, A. & Turaga, P., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 638-659 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).

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

Shape Analysis
Invariance
Persistence
Learning systems
Machine Learning

Techno-economic analysis of a PV-battery system for a commercial building under different utility rate structures

Raj, A. & Reddy, T. A., Jan 1 2018, Fuels, Combustion, and Material Handling; Combustion Turbines Combined Cycles; Boilers and Heat Recovery Steam Generators; Virtual Plant and Cyber-Physical Systems; Plant Development and Construction; Renewable Energy Systems. American Society of Mechanical Engineers (ASME), Vol. 1.

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

Economic analysis
Electricity
Costs
1 Citation (Scopus)

Tracking, animating, and 3D printing elements of the fine arts freehand drawing process

Fernando, P., Kuznetsov, A., Weiler, J. & Turaga, P., Mar 18 2018, TEI 2018 - Proceedings of the 12th International Conference on Tangible, Embedded, and Embodied Interaction. Association for Computing Machinery, Inc, Vol. 2018-January. p. 555-561 7 p.

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

Printing
2017
6 Citations (Scopus)

Compressive Light Field Reconstructions Using Deep Learning

Gupta, M., Jauhari, A., Kulkarni, K., Jayasuriya, S., Molnar, A. & Turaga, P., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 1277-1286 10 p. 8014902

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

Cameras
Deep learning
Sampling
Sensor arrays
Glossaries

Measuring Glide-Reflection Symmetry in Human Movements Using Elastic Shape Analysis

Wang, Q., Potaraju, C. & Turaga, P., Aug 22 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2017. IEEE Computer Society, Vol. 2017-July. p. 709-716 8 p. 8014834

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

Patient rehabilitation
Health
Feedback
Monitoring
Experiments

nTD: Noise-profile adaptive tensor decomposition

Li, X., Candan, K. & Sapino, M. L., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 243-252 10 p. 3052641

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

Tensors
Decomposition
Data storage equipment
Experiments

Personalized pagerank in uncertain graphs with mutually exclusive edges

Kim, J. H., Li, M. L., Candan, K. & Sapino, M. L., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 525-534 10 p.

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

Data structures
Uncertainty
3 Citations (Scopus)

SIMDMS: Data management and analysis to support decision making through large simulation ensembles

Poccia, S., Sapino, M. L., Liu, S., Chen, X., Garg, Y., Huang, S., Kim, J. H., Li, X., Nagarkar, P. & Candan, K., Jan 1 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, Vol. 2017-March. p. 582-585 4 p.

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

Information management
Decision making
Computer simulation
2016
4 Citations (Scopus)

2PCP: Two-phase CP decomposition for billion-scale dense tensors

Li, X., Huang, S., Candan, K. & Sapino, M. L., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 835-846 12 p. 7498294

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

Tensors
Decomposition
Data storage equipment
Scheduling
Costs
3 Citations (Scopus)

Automated data mining methods for identifying energy efficiency opportunities using whole-building electricity data

Howard, P., Runger, G., Reddy, T. A. & Katipamula, S., 2016, ASHRAE Transactions - ASHRAE Winter Conference. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 122. p. 422-433 12 p.

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

Data mining
Energy efficiency
Electricity
Office buildings
Gas emissions
4 Citations (Scopus)

BICP: Block-incremental CP decomposition with update sensitive refinement

Huang, S., Candan, K. & Sapino, M. L., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 1221-1230 10 p.

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

Incremental
Decomposition
Anomaly detection
Clustering
Factors

Ceding control: Empowering remote participants in meetings involving smart conference rooms

Venkataraman, V., Lenchner, J., Trewin, S., Ashoori, M., Guo, S., Dholakia, M. & Turaga, P., 2016, WS-16-01: Artificial Intelligence Applied to Assistive Technologies and Smart Environments; WS-16-02: AI, Ethics, and Society; WS-16-03: Artificial Intelligence for Cyber Security; WS-16-04: Artificial Intelligence for Smart Grids and Smart Buildings; WS-16-05: Beyond NP; WS-16-06: Computer Poker and Imperfect Information Games; WS-16-07: Declarative Learning Based Programming; WS-16-08: Expanding the Boundaries of Health Informatics Using AI; WS-16-09: Incentives and Trust in Electronic Communities; WS-16-10: Knowledge Extraction from Text; WS-16-11: Multiagent Interaction without Prior Coordination; WS-16-12: Planning for Hybrid Systems; WS-16-13: Scholarly Big Data: AI Perspectives, Challenges, and Ideas; WS-16-14: Symbiotic Cognitive Systems; WS-16-15: World Wide Web and Population Health Intelligence. AI Access Foundation, Vol. WS-16-01 - WS-16-15. p. 772-776 5 p.

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

Remote control
Video conferencing
2 Citations (Scopus)

Crowd sourced semantic enrichment for participatory e-government

Di Mauro, F., Pasteris, P., Sapino, M. L., Candan, K., Dino, G. A. & Rossetti, P., Nov 1 2016, 8th International Conference on Management of Digital EcoSystems, MEDES 2016. Association for Computing Machinery, Inc, p. 82-89 8 p.

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

Semantics
Public utilities
Specification languages
Ontology
Raw materials

Development and validation of a predictive algorithm for near-optimal control of venetian blinds

Karizi, N., Reddy, T. A. & Dasgupta, P., 2016, Energy. American Society of Mechanical Engineers (ASME), Vol. 6B-2016.

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

Lighting
Energy utilization
Control systems
Sensors

PageRank revisited: On the relationship between node degrees and node significances in different applications?

Kim, J. H., Candan, K. & Sapino, M. L., 2016, CEUR Workshop Proceedings. CEUR-WS, Vol. 1558.

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

Recommender systems
Data mining
Random processes
1 Citation (Scopus)

Sustainability Index of community energy systems for benchmarking and multi-criteria decision analysis

Moslehi, S. & Reddy, T. A., 2016, Energy. American Society of Mechanical Engineers (ASME), Vol. 6B-2016.

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

Decision theory
Benchmarking
Sustainable development
Solar system
Life cycle
2015
13 Citations (Scopus)

A new clustering method to identify outliers and diurnal schedules from building energy interval data

Jalori, S. & Reddy, T. A., 2015, ASHRAE Transactions. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 121. p. 33-44 12 p.

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

Office buildings
Data mining
Smart meters
Condition monitoring
Energy efficiency
4 Citations (Scopus)

Audio assisted group detection using smartphones

Casagranda, P., Sapino, M. L. & Candan, K., Jul 28 2015, 2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015. Institute of Electrical and Electronics Engineers Inc., 7169764

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

Smartphones
Global positioning system
Broadcasting
Railroad cars
Acoustics
12 Citations (Scopus)

A unified inverse modeling framework for whole-building energy interval data: Daily and hourly baseline modeling and short-term load forecasting

Jalori, S. & Reddy, T. A., 2015, ASHRAE Transactions. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 121. p. 156-169 14 p.

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

Office buildings
Condition monitoring
Scheduling
Model structures
Fault detection

Feasibility analysis of thermal energy storage: Differences using blended versus actual rate schedules

Ramesh, V. & Reddy, T. A., 2015, Energy. American Society of Mechanical Engineers (ASME), Vol. 6A-2015.

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

Electric rates
Thermal energy
Energy storage
Cooling
Costs
1 Citation (Scopus)

KSGM: Keynode-driven scalable graph matching

Chen, X., Candan, K., Sapino, M. L. & Shakarian, P., Oct 17 2015, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 1101-1110 10 p.

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

Graph
Alignment
Node
Isomorphism
Experiment
15 Citations (Scopus)

MUVIR: Multi-view rare category detection

Zhou, D., He, J., Candan, K. & Davulcu, H., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 4098-4104 7 p.

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

5 Citations (Scopus)

NOTES2: Networks-of-traces for epidemic spread simulations

Liu, S., Garg, Y., Candan, K., Sapino, M. L. & Chowell-Puente, G., 2015, AAAI Workshop - Technical Report. AI Access Foundation, Vol. WS-15-06. p. 79-83 5 p.

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

Decision making

Options to reduce net load variability in a campus with very high solar penetration

Radhakrishnan, S. & Reddy, T. A., 2015, Energy. American Society of Mechanical Engineers (ASME), Vol. 6B-2015.

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

Electric loads
Solar system
Electricity
Hot Temperature
2014

An actuarial approach to retrofit savings in buildings

Subbarao, K., Etingov, P. & Reddy, T. A., 2014, ASHRAE Transactions. PART 1 ed. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 120. p. 308-315 8 p.

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

Probability density function
Energy conservation
Risk analysis
Convolution
3 Citations (Scopus)

'Can you really trust that seed?': Reducing the impact of seed noise in personalized PageRank

Huang, S., Li, X., Candan, K. & Sapino, M. L., Oct 10 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. 216-223 8 p. 6921586

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

Seed
Recommender systems
Random processes
Topology
7 Citations (Scopus)

Efficient static and dynamic in-database tensor decompositions on chunk-based array stores

Kim, M. & Candan, K., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 969-978 10 p.

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

Tensors
Decomposition
Data storage equipment
Data base
Mathematical operators
11 Citations (Scopus)

Focusing decomposition accuracy by personalizing tensor decomposition (PTD)

Li, X., Huang, S., Candan, K. & Sapino, M. L., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 689-698 10 p.

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

Tensors
Decomposition
Computational complexity
6 Citations (Scopus)

GI-NMF: Group incremental non-negative matrix factorization on data streams

Chen, X. & Candan, K., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 1119-1128 10 p.

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

Factorization
Redundancy
Matrix factorization
Incremental
Data streams
4 Citations (Scopus)

HCS: Hierarchical cut selection for efficiently processing queries on data columns using hierarchical bitmap indices

Nagarkar, P. & Candan, K., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. OpenProceedings.org, University of Konstanz, University Library, p. 271-282 12 p.

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

Query processing
Data storage equipment
Data compression
Taxonomies
Agglomeration
7 Citations (Scopus)

Leveraging metadata for identifying local, robust multi-variate temporal (RMT) features

Wang, X., Candan, K. & Sapino, M. L., 2014, Proceedings - International Conference on Data Engineering. IEEE Computer Society, p. 388-399 12 p. 6816667

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

Metadata
Time series
Experiments
11 Citations (Scopus)

LWI-SVD: Low-rank, windowed, incremental singular value decompositions on time-evolving data sets

Chen, X. & Candan, K., 2014, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 987-996 10 p.

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

Singular value decomposition
Processing
Costs
Experiments
9 Citations (Scopus)

Predicting annual energy use in buildings using short-term monitoring: The dry-bulb temperature analysis (DBTA) method

Singh, V., Reddy, T. A. & Abushakra, B., 2014, ASHRAE Transactions. PART 1 ed. Amer. Soc. Heating, Ref. Air-Conditoning Eng. Inc., Vol. 120. p. 397-405 9 p.

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

Monitoring
Temperature
Acoustic waves
Network protocols
Statistical Models
1 Citation (Scopus)

Pushing-down tensor decompositions over unions to promote reuse of materialized decompositions

Kim, M. & Candan, K., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Springer Verlag, Vol. 8724 LNAI. p. 688-704 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8724 LNAI, no. PART 1).

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

Tensor Decomposition
Tensors
Reuse
Union
Decomposition

Scalable retrieval and analysis of simulation and observation data sets

Candan, K., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8821. p. 5-6 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8821).

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

Retrieval
Simulation
Observation
6 Citations (Scopus)

TensorDB: In-database tensor manipulation with tensor-relational query plans

Kim, M. & Candan, K., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2039-2041 3 p.

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

Tensors
Decomposition
Data storage equipment
Data base
Query

Understanding the dynamic performance of envelope assemblies

Bryan, H. & Myers, M., 2014, 43rd ASES National Solar Conference 2014, SOLAR 2014, Including the 39th National Passive Solar Conference and the 2nd Meeting of Young and Emerging Professionals in Renewable Energy. American Solar Energy Society, Vol. 1. p. 175-180 6 p.

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

Websites
Sensors
Programmable logic controllers
Thermocouples
Roofs
2013

Developing a baseline strategy for controlling blinds in buildings

Karizi, N., Reddy, T. A. & Dasgupta, P., 2013, ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE). American Society of Mechanical Engineers (ASME), Vol. 12.

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

Lighting
Daylighting
Extrapolation
Learning algorithms
Feedback control
2 Citations (Scopus)

Hive open research network platform

Kim, J. H., Chen, X., Candan, K. & Sapino, M. L., 2013, ACM International Conference Proceeding Series. p. 733-736 4 p.

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

Collaborative filtering
Seed
Friction
Communication
9 Citations (Scopus)

Layered processing of skyline-window-join (SWJ) queries using iteration-fabric

Nagendra, M. & Candan, K., 2013, Proceedings - International Conference on Data Engineering. p. 985-996 12 p. 6544891

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

Processing
Monitoring
3 Citations (Scopus)

LR-PPR: Locality-sensitive, re-use promoting, approximate personalized PageRank computation

Kim, J. H., Candan, K. & Sapino, M. L., 2013, International Conference on Information and Knowledge Management, Proceedings. p. 1801-1806 6 p.

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

Reuse
Locality
PageRank
Node
Graph
8 Citations (Scopus)

Predicting annual energy use in buildings using short-term monitoring and utility bills: The hybrid inverse model using daily data (HIM-D)

Singh, V., Reddy, T. A. & Abushakra, B., 2013, ASHRAE Transactions. PART 2 ed. Vol. 119. p. 169-180 12 p.

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

Monitoring
Loads (forces)
Data acquisition

Using the Bootstrap method to determine uncertainty bounds for change point utility bill energy models

Tyler, J. C. & Reddy, T. A., 2013, ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE). American Society of Mechanical Engineers (ASME), Vol. 11.

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

Uncertainty
Energy conservation
Temperature
Statistical Models
HVAC
2012

Analysis of the impact of urban heat island on building energy consumption

Doddaballapur, S. & Bryan, H., 2012, World Renewable Energy Forum, WREF 2012, Including World Renewable Energy Congress XII and Colorado Renewable Energy Society (CRES) Annual Conferen. Vol. 5. p. 3608-3615 8 p.

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

Energy utilization
Climate change
Loads (forces)
Cooling
Heating

A screening methodology for climatic evaluation of the cooling potential of night ventilation in buildings

Endurthy, A. R. & Reddy, T. A., 2012, ASME 2012 6th International Conference on Energy Sustainability, ES 2012, Collocated with the ASME 2012 10th International Conference on Fuel Cell Science, Engineering and Technology. PARTS A AND B ed. American Society of Mechanical Engineers, p. 17-26 10 p.

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

Ventilation
Screening
Cooling
Temperature
Air