OKED: Strategic Industry Collaboration

Research Output 1998 2019

2015
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

17 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

6 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
24 Citations (Scopus)

Orthogonal rank-one matrix pursuit for low rank matrix completion

Wang, Z., Lai, M. J., Lu, Z., Fan, W., Davulcu, H. & Ye, J., 2015, In : SIAM Journal on Scientific Computing. 37, 1, p. A488-A514

Research output: Contribution to journalArticle

Matrix Completion
Low-rank Matrices
Pursuit
Iteration
Matching Pursuit
7 Citations (Scopus)

Story detection using generalized concepts and relations

Ceran, B., Kedia, N., Corman, S. & Davulcu, H., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 942-949 8 p.

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

Semantics
Syntactics
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
12 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

5 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

6 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
6 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
7 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
26 Citations (Scopus)

The Vividness of the Happy Face

Becker, D. & Srinivasan, N., 2014, In : Current Directions in Psychological Science. 23, 3, p. 189-194 6 p.

Research output: Contribution to journalArticle

Efficiency
Visual Perception
Communication
Vividness
Nature
2013
2 Citations (Scopus)

A system for ranking organizations using social scale analysis

Tikves, S., Banerjee, S., Temkit, H., Gokalp, S., Davulcu, H., Sen, A., Corman, S., Woodward, M., Nair, S., Rohmaniyah, I. & Amin, A., Jan 1 2013, In : Social Network Analysis and Mining. 3, 3, p. 313-328 16 p.

Research output: Contribution to journalArticle

ranking
expert
Websites
gold standard
Feature extraction
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
2 Citations (Scopus)

K-partitioning of signed or weighted bipartite graphs

Omeroglu, N. B., Toroslu, I. H., Gokalp, S. & Davulcu, H., 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 815-820 6 p. 6693419

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

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)

LookingGlass: A visual intelligence platform for tracking online social movements

Kim, N., Gokalp, S., Davulcu, H. & Woodward, M., 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 1020-1027 8 p.

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

4 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
1 Citation (Scopus)

MultiScale modeling of Islamic organizations in UK

Kim, N., Tikves, S., Wang, Z., Githens-Mazer, J. & Davulcu, H., 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 13-18 6 p. 6693305

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

Covariance matrix
1 Citation (Scopus)

Partitioning and scaling signed bipartite graphs for polarized political blogosphere

Gokalp, S., Temkit, M., Davulcu, H. & Toroslu, I. H., 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 168-173 6 p. 6693329

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

Blogs
Polarization
Experiments
3 Citations (Scopus)

SkySuite: A Framework of Skyline Join Operators for Static and Stream Environments

Nagendra, M. & Candan, K., Aug 2013, Proceedings of the VLDB Endowment. 12 ed. Vol. 6. p. 1266-1269 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Processing
3 Citations (Scopus)

Spatio-temporal signal recovery from political tweets in Indonesia

Mazumder, A., Das, A., Kim, N., Gokalp, S., Sen, A. & Davulcu, H., 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 280-287 8 p. 6693343

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

Recovery
Hot Temperature
2012
7 Citations (Scopus)

A reproductive threat-based model of evolved sex differences in jealousy

Sagarin, B. J., Becker, D., Guadagno, R. E., Wilkinson, W. W. & Nicastle, L. D., 2012, In : Evolutionary Psychology. 10, 3, p. 487-503 17 p.

Research output: Contribution to journalArticle

Jealousy
Sex Characteristics
Heterosexuality
Sexual Minorities
Reading
10 Citations (Scopus)

A semantic triplet based story classifier

Ceran, B., Karad, R., Mandvekar, A., Corman, S. & Davulcu, H., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 573-580 8 p. 6425707

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

Classifiers
Semantics
RSS
Linguistics
Support vector machines
1 Citation (Scopus)

BioEve search: A novel framework to facilitate interactive literature search

Ahmed, S. T., Davulcu, H., Tikves, S., Nair, R. & Zhao, Z., 2012, In : Advances in Bioinformatics. 2012, 509126.

Research output: Contribution to journalArticle

Information Storage and Retrieval
Biological Science Disciplines
Information retrieval
Biomedical Research
Navigation
8 Citations (Scopus)

Decomposition-by-normalization (DBN): Leveraging approximate functional dependencies for efficient tensor decomposition

Kim, M. & Candan, K., 2012, ACM International Conference Proceeding Series. p. 355-364 10 p.

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

Tensors
Decomposition
Costs
2 Citations (Scopus)

Impact neighborhood indexing (INI) in diffusion graphs

Kim, J. H., Candan, K. & Sapino, M. L., 2012, ACM International Conference Proceeding Series. p. 2184-2188 5 p.

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

Data structures
Reinforcement
Topology
Experiments
1 Citation (Scopus)

Narrative-based taxonomy distillation for effective indexing of text collections

Cataldi, M., Candan, K. & Sapino, M. L., Feb 2012, In : Data and Knowledge Engineering. 72, p. 103-125 23 p.

Research output: Contribution to journalArticle

Taxonomy
Indexing
Navigation
User studies
Annotation
7 Citations (Scopus)

On context-aware co-clustering with metadata support

Schifanella, C., Sapino, M. L. & Candan, K., Feb 2012, In : Journal of Intelligent Information Systems. 38, 1, p. 209-239 31 p.

Research output: Contribution to journalArticle

Metadata
Costs
1 Citation (Scopus)

Partisan scale

Gokalp, S. & Davulcu, H., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 349-352 4 p.

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

World Wide Web
User interfaces
4 Citations (Scopus)

Partitioning signed bipartite graphs for classification of individuals and organizations

Banerjee, S., Sarkar, K., Gokalp, S., Sen, A. & Davulcu, H., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7227 LNCS. p. 196-204 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

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

Signed Graph
Bipartite Graph
Partitioning
Disjoint
Classify
3 Citations (Scopus)

Perspective analysis for online debates

Tikves, S., Gokalp, S., Temkit, M., Banerjee, S., Ye, J. & Davulcu, H., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 898-905 8 p. 6425645

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

Internet
8 Citations (Scopus)
Multiresolution
Clutter
Visualization
Information Loss
Line
3 Citations (Scopus)

R 2DB: A system for querying and visualizing weighted RDF graphs

Liu, S., Cedeno, J. P., Candan, K., Sapino, M. L., Huang, S. & Li, X., 2012, Proceedings - International Conference on Data Engineering. p. 1313-1316 4 p. 6228196

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

Query languages
Specifications
Query processing
Density (specific gravity)
Information management
40 Citations (Scopus)

SBV-Cut: Vertex-cut based graph partitioning using structural balance vertices

Kim, M. & Candan, K., Feb 2012, In : Data and Knowledge Engineering. 72, p. 285-303 19 p.

Research output: Contribution to journalArticle

Graph
Partitioning
Directed graph
Modularity
World Wide Web
26 Citations (Scopus)

sDTW: Computing DTW distances using locally relevant constraints based on salient feature alignments

Candan, K., Rossini, R., Sapino, M. L. & Wang, X., Jul 2012, Proceedings of the VLDB Endowment. 11 ed. Vol. 5. p. 1519-1530 12 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Time series
Dynamic programming
Processing
Experiments
12 Citations (Scopus)

Skyline-sensitive joins with LR-pruning

Nagendra, M. & Candan, K., 2012, ACM International Conference Proceeding Series. p. 252-263 12 p.

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

Processing
1 Citation (Scopus)

STFMap: Query- and feature-driven visualization of large time series data sets

Candan, K., Rossini, R., Sapino, M. L. & Wang, X., 2012, ACM International Conference Proceeding Series. p. 2743-2745 3 p.

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

Time series
Visualization