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

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
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
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

Implicit negative link detection on online political networks via matrix tri-factorizations

Ozer, M., Yildirim, M. Y. & Davulcu, H., Jun 26 2018, (Accepted/In press) In : New Review of Hypermedia and Multimedia. p. 1-25 25 p.

Research output: Contribution to journalArticle

Factorization
Electric network analysis
Experiments
Polarization

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
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
2 Citations (Scopus)

Triadic co-clustering of users, issues and sentiments in political tweets

Koç, S. Ş., Özer, M., Toroslu, İ. H., Davulcu, H. & Jordan, J., Jun 15 2018, In : Expert Systems with Applications. 100, p. 79-94 16 p.

Research output: Contribution to journalArticle

Terminology
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
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
4 Citations (Scopus)

Directional prediction of stock prices using breaking news on Twitter

Alostad, H. & Davulcu, H., 2017, In : Web Intelligence. 15, 1, p. 1-17 17 p.

Research output: Contribution to journalArticle

Momentum
Websites
Financial markets
2 Citations (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
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
2 Citations (Scopus)

A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning

Yang, P., Davulcu, H., Zhu, Y. & He, J., Dec 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 12, p. 3154-3168 15 p., 7572203.

Research output: Contribution to journalArticle

Labels
Learning algorithms
Tuning
Genes
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
3 Citations (Scopus)
Tensors
Decomposition
Costs
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
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
18 Citations (Scopus)

Exploring Evolving Media Discourse Through Event Cueing

Lu, Y., Steptoe, M., Burke, S., Wang, H., Tsai, J. Y., Davulcu, H., Montgomery, D., Corman, S. & Maciejewski, R., Jan 31 2016, In : IEEE Transactions on Visualization and Computer Graphics. 22, 1, p. 220-229 10 p., 7192705.

Research output: Contribution to journalArticle

Climate change
Time series
Lenses

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
9 Citations (Scopus)

Predicting the location and time of mobile phone users by using sequential pattern mining techniques

Ozer, M., Keles, I., Toroslu, H., Karagoz, P. & Davulcu, H., Jun 1 2016, In : Computer Journal. 59, 6

Research output: Contribution to journalArticle

Mobile phones
Data mining
Specifications

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
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

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
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
6 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