OKED: Economic Development and Corporate Engagement

Research Output 1998 2019

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

Angry faces hold attention: Evidence of attentional adhesion in two paradigms

Becker, D., Rheem, H., Pick, C. M., Ko, A. & Lafko, S. R., Jan 1 2019, Progress in Brain Research. Elsevier B.V., (Progress in Brain Research).

Research output: Chapter in Book/Report/Conference proceedingChapter

Automatic Data Processing

Motif-Preserving Dynamic Local Graph Cut

Zhou, D., He, J., Davulcu, H. & Maciejewski, R., 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. 1156-1161 6 p. 8622263. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Finance
Stars
Large scale systems
2018

Collaboration for regional sustainable circular economy innovation

Buch, R., O'Neill, G., Lubenow, C., DeFilippis, M. & Dalrymple, M., Jun 19 2018, Handbook of Engaged Sustainability. Springer International Publishing, Vol. 2-2. p. 703-728 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

innovation
resource
resource economy
entrepreneur
leadership
6 Citations (Scopus)

Data Integration in the Service of Synthetic Research

Kintigh, K., Spielmann, K. A., Brin, A., Candan, K., Clark, T. C. & Peeples, M., Feb 1 2018, In : Advances in Archaeological Practice. 6, 1, p. 30-41 12 p.

Research output: Contribution to journalArticle

ontology
semantics
archaeology
Data Integration
Ontology

Detecting antagonistic and allied communities on social media

Salehi, A. & Davulcu, H., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. 8508297

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

Social sciences
social media
community
Social media
antagonism

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

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

Robust multi-Variate temporal features of multi-Variate time series

Liu, S., Poccia, S. R., Candan, K., Sapino, M. L. & Wang, X., Jan 1 2018, In : ACM Transactions on Multimedia Computing, Communications and Applications. 14, 1, 7.

Research output: Contribution to journalArticle

Time series
Data structures
Experiments
2017
1 Citation (Scopus)
social attraction
Cues
Motivation
trend
applicant

DataStormFE: A Data-and decision-flow and coordination engine for coupled simulation ensembles

Behrens, H. W., Candan, K., Chen, X., Gadkari, A., Garg, Y. & Li, M. L., Jan 1 2017, In : Proceedings of the VLDB Endowment. 11, 12, p. 1906-1909 4 p.

Research output: Contribution to journalConference article

Decision making
Engines
Information management
Agglomeration
Sampling
1 Citation (Scopus)

Facial gender interferes with decisions about facial expressions of anger and happiness

Becker, D., Apr 1 2017, In : Journal of Experimental Psychology: General. 146, 4, p. 457-463 7 p.

Research output: Contribution to journalArticle

Happiness
Facial Expression
Anger
Short-Term Memory
Interference

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
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
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
3 Citations (Scopus)
Tensors
Decomposition
Costs
5 Citations (Scopus)

EpiDMS: Data management and analytics for decision-making from epidemic spread simulation ensembles

Liu, S., Poccia, S., Candan, K., Chowell, G. & Sapino, M. L., Dec 1 2016, In : Journal of Infectious Diseases. 214, p. S427-S432

Research output: Contribution to journalArticle

Decision Making
Emergencies
Information Systems
Economics
Delivery of Health Care

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

Reducing seed noise in personalized PageRank

Huang, S., Li, X., Candan, K. & Sapino, M. L., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, p. 1-25 25 p., 6.

Research output: Contribution to journalArticle

Seed
ranking
personalization
trend
experiment

Tracking and analyzing the "second life" of TV content: A media and social-driven framework

Vignaroli, L., Schifanella, C., Candan, K., Pensa, R. & Sapino, M. L., 2016, In : Unknown Journal. 1696, p. 3-5 3 p.

Research output: Contribution to journalArticle

Television
2015
18 Citations (Scopus)

A density explanation of valence asymmetries in recognition memory

Alves, H., Unkelbach, C., Burghardt, J., Koch, A. S., Krüger, T. & Becker, D., Aug 30 2015, In : Memory and Cognition. 43, 6, p. 896-909 14 p.

Research output: Contribution to journalArticle

Recognition Memory
Valence
Asymmetry
Recognition (Psychology)
Research
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
5 Citations (Scopus)

Compressed spatial hierarchical bitmap (cSHB) indexes for efficiently processing spatial range query workloads

Nagarkar, P., Candan, K. & Bhat, A., 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, Vol. 8. p. 1382-1393 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Query processing
Processing
Planning
Information management
Agglomeration
6 Citations (Scopus)

Efficient processing of skyline-join queries over multiple data sources

Nagendra, M. & Candan, K., Jun 1 2015, In : ACM Transactions on Database Systems. 40, 2, 10.

Research output: Contribution to journalArticle

Processing
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

Letter from the SIGMOD executive committee

Kossmann, D., Ailamaki, A., Balazinska, M., Candan, K., Diao, Y., Dyreson, C., Loannidis, Y., Jensen, C., Milo, T. & Spinola., F., Sep 1 2015, In : SIGMOD Record. 44, 3, p. 5-6 2 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Locality-sensitive and Re-use Promoting Personalized PageRank computations

Kim, J. H., Candan, K. & Sapino, M. L., Jun 18 2015, (Accepted/In press) In : Knowledge and Information Systems.

Research output: Contribution to journalArticle

Seed
Costs
Experiments

Lookingglass: A visual intelligence platform for tracking social movements

Davulcu, H. & Woodward, D., Jan 1 2015, Illuminating Dark Networks. Cambridge University Press, p. 84-102 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social Movements
intelligence
scaling
driver
sect

Message from the IC2E 2015 chairs

Candan, K. & Ryu, K. D., 2015, In : Unknown Journal. p. xiii 7092874.

Research output: Contribution to journalArticle

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
2014
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
1 Citation (Scopus)

Guest editorial special section on socio-mobile media analysis and retrieval

Bimbo, A. D., Candan, K., Yu-Gang, Y. G., Luo, J., Mei, T., Sebe, N., Shen, H. T., Snoek, C. G. M. & Yan, R., 2014, In : IEEE Transactions on Multimedia. 16, 3, p. 586-587 2 p., 6776272.

Research output: Contribution to journalArticle

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

Message from the chairs

Candan, K., Amer-Yahia, S., Schweikardt, N. & Christophides, V., 2014, In : Unknown Journal. 1133, p. iii-iv

Research output: Contribution to journalArticle

5 Citations (Scopus)

Multiresolution tensor decompositions with mode hierarchies

Schifanella, C., Candan, K. & Sapino, M. L., 2014, In : ACM Transactions on Knowledge Discovery from Data. 8, 2, 10.

Research output: Contribution to journalArticle

Tensors
Decomposition
Metadata
Sensor networks
Internet
5 Citations (Scopus)

Out of sight but not out of mind: Memory scanning is attuned to threatening faces

Becker, D., Mortensen, C. R., Anderson, U. S. & Sasaki, T., 2014, In : Evolutionary Psychology. 12, 5, p. 901-912 12 p.

Research output: Contribution to journalArticle

Short-Term Memory
Masculinity
Facial Expression
Aptitude
Cues
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
6 Citations (Scopus)

Rank-one matrix pursuit for matrix completion

Wang, Z., Lai, M. J., Lu, Z., Fan, W., Davulcu, H. & Ye, J., 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), Vol. 2. p. 1260-1268 9 p.

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

Collaborative filtering
Singular value decomposition
Microarrays
Learning systems

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
1 Citation (Scopus)

Selfish goals serve more fundamental social and biological goals

Becker, D. & Kenrick, D., 2014, In : Behavioral and Brain Sciences. 37, 2, p. 137-138 2 p.

Research output: Contribution to journalArticle

civil defense
Reproduction
stimulus
Life History Traits
Prediction