Research Output 1998 2019

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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

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

Cost-sensitive decision making for online fraud management

Yildirim, M. Y., Ozer, M. & Davulcu, H., Jan 1 2018, Artificial Intelligence Applications and Innovations - 14th IFIP WG 12.5 International Conference, AIAI 2018, Proceedings. Springer New York LLC, p. 323-336 14 p. (IFIP Advances in Information and Communication Technology; vol. 519).

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

Decision making
Profitability
Costs
Learning systems
Managers

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
2 Citations (Scopus)

Finding organizational accounts based on structural and behavioral factors on twitter

Alzahrani, S., Gore, C., Salehi, A. & Davulcu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 164-175 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

Classifiers
Logistics
Labels
Classifier
Logistic Regression

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
2 Citations (Scopus)

Sentiment-driven community profiling and detection on social media

Salehi, A., Ozer, M. & Davulcu, H., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 229-237 9 p.

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

Snowball: Extracting causal chains from climate change text corpora

Alashri, S., Tsai, J. Y., Koppela, A. R. & Davulcu, H., May 25 2018, Proceedings - 2018 1st International Conference on Data Intelligence and Security, ICDIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 234-241 8 p.

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

Climate change
Seed
Personnel
2017
13 Citations (Scopus)

A local algorithm for structure-preserving graph cut

Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 655-664 10 p.

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

Proteins
Clustering algorithms
Markov processes
Stars
Seed
4 Citations (Scopus)

HiDDen: Hierarchical dense subgraph detection with application to financial fraud detection

Zhang, S., Zhou, D., Yildirim, M. Y., Alcorn, S., He, J., Davulcu, H. & Tong, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 570-578 9 p.

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

Quadratic programming
2 Citations (Scopus)

Negative link prediction and its applications in online political networks

Ozer, M., Yildirim, M. Y. & Davulcu, H., Jul 4 2017, HT 2017 - Proceedings of the 28th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 125-134 10 p.

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

Polarization
Electric network analysis
Monitoring

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
4 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
3 Citations (Scopus)

Climate Change Frames Detection and Categorization Based on Generalized Concepts

Alashri, S., Tsai, J. Y., Alzahrani, S., Corman, S. & Davulcu, H., Mar 22 2016, Proceedings - 2016 IEEE 10th International Conference on Semantic Computing, ICSC 2016. Institute of Electrical and Electronics Engineers Inc., p. 277-284 8 p. 7439349

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

Climate change
Classifiers
Communication

Co-clustering signed 3-partite graphs

Koc, S. S., Toroslu, I. H. & Davulcu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 945-948 4 p. 7752353

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

experiment
Experiments
17 Citations (Scopus)

Community detection in political Twitter networks using Nonnegative Matrix Factorization methods

Ozer, M., Kim, N. & Davulcu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 81-88 8 p. 7752217

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

twitter
Factorization
Electric network analysis
community
balance theory
3 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
2 Citations (Scopus)

Directional prediction of stock prices using breaking news on twitter

Alostad, H. & Davulcu, H., Feb 2 2016, Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. Institute of Electrical and Electronics Engineers Inc., Vol. 1. p. 523-530 8 p. 7396858

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

Websites
Financial markets

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
3 Citations (Scopus)

Story forms detection in text through concept-based co-clustering

Alzahrani, S., Ceran, B., Alashri, S., Ruston, S. W., Corman, S. & Davulcu, H., Oct 26 2016, Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016. Institute of Electrical and Electronics Engineers Inc., p. 258-265 8 p. 7723702

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

Factorization
Semantics
semantics
Clustering
evaluation
2015
19 Citations (Scopus)

A dynamic modularity based community detection algorithm for large-scale networks: DSLM

Aktunc, R., Toroslu, I. H., Ozer, M. & 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. 1177-1183 7 p.

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

1 Citation (Scopus)

A network-based model for predicting hashtag breakouts in twitter

Alzahrani, S., Alashri, S., Koppela, A. R., Davulcu, H. & Toroslu, I., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9021. p. 3-12 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9021).

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

Classifiers
Visualization
Sliding Window
Experiments
Model
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
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

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
6 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
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
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
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
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
2013
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
1 Citation (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