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Research Output 1997 2019

  • 1445 Citations
  • 18 h-Index
  • 70 Article
  • 36 Conference contribution
  • 1 Chapter
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Conference contribution
2019

Kitchenette: Predicting and ranking food ingredient pairings using siamese neural networks

Park, D., Kim, K., Park, Y., Shin, J. & Kang, J., 2019 Jan 1, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5930-5936 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Neural networks

Predicting multiple demographic attributes with task specific embedding transformation and attention network

Kim, R., Kim, H., Lee, J. & Kang, J., 2019 Jan 1, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 765-773 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

Industry
Linear transformations
Model structures
Managers
Visualization
1 Citation (Scopus)

Sain: Self-attentive integration network for recommendation

Yun, S., Kim, R., Ko, M. & Kang, J., 2019 Jul 18, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1205-1208 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Recommendations
Matrix Factorization
Model
Factorization
Feedback
2018
2 Citations (Scopus)

A deep neural spoiler detection model using a genre-aware attention mechanism

Chang, B., Kim, H., Kim, R., Kim, D. & Kang, J., 2018 Jan 1, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Springer Verlag, p. 183-195 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10937 LNAI).

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

Encoder
Feature Vector
Model
Qualitative Analysis
Baseline
18 Citations (Scopus)

Content-aware hierarchical point-of-interest embedding model for successive POI recommendation

Chang, B., Park, Y., Park, D., Kim, S. & Kang, J., 2018 Jan 1, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 3301-3307 7 p.

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

Data structures
1 Citation (Scopus)

Learning user preferences and understanding calendar contexts for event scheduling

Kim, D., Lee, J., Choi, D., Choi, J. & Kang, J., 2018 Oct 17, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 337-346 10 p.

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

User preferences
Calendar
Neural networks
Language
Machine learning
2017
1 Citation (Scopus)

Constructing and evaluating a novel crowdsourcing-based paraphrased opinion spam dataset

Kim, S., Lee, S., Park, D. & Kang, J., 2017 Jan 1, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 827-836 10 p. 3052607

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

Learning algorithms
Learning systems
Gold
Semantics
Experiments
5 Citations (Scopus)

Name nationality classification with recurrent neural networks

Lee, J., Kim, H., Ko, M., Choi, D., Choi, J. & Kang, J., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. International Joint Conferences on Artificial Intelligence, p. 2081-2087 7 p.

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

Recurrent neural networks
Feature extraction
2015
18 Citations (Scopus)

Deep semantic frame-based deceptive opinion spam analysis

Kim, S., Chang, H., Lee, S., Yu, M. & Kang, J., 2015 Oct 17, International Conference on Information and Knowledge Management, Proceedings. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 1131-1140 10 p.

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

Spam
Electronic commerce
Workers
Profit
Qualitative analysis

Smith search: Opinion-based restaurant search engine

Choi, J., Kim, D., Choi, D., Lim, S., Kim, S. & Kang, J., 2015 May 18, WWW 2015 Companion - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 187-190 4 p.

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

Search engines
Decision making
Blogs
Application programs
World Wide Web
2012
1 Citation (Scopus)

Consento: A consensus search engine for answering subjective queries

Choi, J., Kim, D., Kim, S., Lee, J., Lim, S., Lee, S. & Kang, J., 2012 May 21, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 481-482 2 p.

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

Search engines
Decision making
Semantics
6 Citations (Scopus)

CONSENTO: A new framework for opinion based entity search and summarization

Choi, J., Kim, D., Kim, S., Lee, J., Lim, S., Lee, S. & Kang, J., 2012 Dec 19, ACM International Conference Proceeding Series. p. 1935-1939 5 p.

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

Semantics
Search engines
Decision making
Hotels
Experiments
4 Citations (Scopus)

Drug-drug interaction analysis using heterogeneous biological information network

Lee, K., Lee, S., Jeon, M., Choi, J. & Kang, J., 2012 Dec 1, Proceedings - 2012 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2012. p. 623-627 5 p. 6392634

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

Drug interactions
Information Services
Drug Interactions
Genes
Proteins
1 Citation (Scopus)

High precision rule based ppi extraction and per-pair basis performance evaluation

Lee, J., Kim, S., Lee, S., Lee, K. & Kang, J., 2012 Dec 10, International Conference on Information and Knowledge Management, Proceedings. p. 69-76 8 p.

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

Performance evaluation
Rule-based
Benchmark
Evaluation method
Scenarios
2011
1 Citation (Scopus)

BOSS: A biomedical object search system

Choi, J., Kim, D., Kim, S., Lee, S., Lee, K. & Kang, J., 2011 Dec 15, International Conference on Information and Knowledge Management, Proceedings. p. 19-26 8 p.

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

Query
Search engine
Scalability
Indexing
Korea
2010

A scalable method for detecting multiple loci associated with traits using TF-IDF weighting and association rule mining

Lee, S., Kang, J. & Oh, J., 2010 Dec 1, 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2010. p. 318-323 6 p. 5703821

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

Association rules
Single Nucleotide Polymorphism
Genotype
Transactional Analysis
Costs
2009

Meta-analysis of cancer microarray data reveals signaling pathway hotspots

Chopra, P., Kang, J. & Hong, S. M., 2009 Dec 1, Proceedings - 2009 IEEE International Conference on Bioinformatics and Biomedicine Workshops, BIBMW 2009. p. 214-219 6 p. 5332097

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

Microarrays
Meta-Analysis
Genes
Gene Ontology
Proteins
5 Citations (Scopus)

Online removal of ocular artifacts from single channel EEG for ubiquitous healthcare applications

Shin, H., Kim, H., Lee, S. & Kang, J., 2009 Dec 1, Proceedings of the 4th International Conference on Ubiquitous Information Technologies and Applications, ICUT 2009. 5405708

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

Electroencephalography
Sensors
Data handling
Data acquisition
Signal to noise ratio
1 Citation (Scopus)

Using gene pair combinations to improve the accuracy of the PAM classifier

Chopra, P., Kang, J. & Lee, J., 2009 Dec 1, 2009 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2009. p. 174-177 4 p. 5341823

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

Microarray Analysis
Microarrays
Classifiers
Genes
Deregulation
2008
4 Citations (Scopus)

Record linkage as dna sequence alignment problem

Hong, Y., Yang, T., Kang, J. & Lee, D., 2008, CTIT workshop proceedings series. 02 ed. Vol. WP 08. p. 13-22 10 p.

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

DNA sequences
Genes
DNA
coding
gene
2007
18 Citations (Scopus)

Efficient subsequence matching using the longest common subsequence with a dual match index

Han, T. S., Ko, S. K. & Kang, J., 2007 Dec 24, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4571 LNAI. p. 585-600 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4571 LNAI).

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

Longest Common Subsequence
Subsequence
Query
Time series
Experiments

HICCUP: Hierarchical clustering based value imputation using heterogeneous gene expression microarray datasets

Zhao, Q., Mitra, P., Lee, D. & Kang, J., 2007 Dec 1, Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, BIBE. p. 71-78 8 p. 4375547

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

Microarrays
Gene expression
Cluster Analysis
Gene Expression
Association rules
5 Citations (Scopus)

Selective approach to handling topic oriented tasks on the World Wide Web

Awekar, A. C. & Kang, J., 2007 Sep 25, Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007. p. 343-348 6 p. 4221318

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

World Wide Web
Query
Link Analysis
Virtual Link
Feedback
2006
16 Citations (Scopus)

An effective approach to entity resolution problem using Quasi-Clique and its application to digital libraries

On, B. W., Elmacioglu, E., Lee, D., Kang, J. & Pei, J., 2006 Dec 1, Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. Vol. 2006. p. 51-52 2 p.

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

Digital libraries
Syntactics
34 Citations (Scopus)

Improving grouped-entity resolution using Quasi-Cliques

On, B. W., Elmacioglu, E., Lee, D., Kang, J. & Pei, J., 2006 Jan 1, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. Institute of Electrical and Electronics Engineers Inc., p. 1008-1015 8 p. 4053144. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Syntactics
Experiments
1 Citation (Scopus)

Multivariate stream data classification using simple text classifiers

Seo, S., Kang, J., Lee, D. & Ryu, K. H., 2006 Oct 10, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4080 LNCS. p. 420-429 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4080 LNCS).

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

Data Classification
Classifiers
Classifier
TF-IDF
Classification Algorithm
3 Citations (Scopus)

Selective hypertext induced topic search

Awekar, A. C., Mitra, P. & Kang, J., 2006 Dec 1, Proceedings of the 15th International Conference on World Wide Web. p. 1023-1024 2 p.

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

Feedback
2005
4 Citations (Scopus)

A scalable architecture for sip infrastructure using content addressable networks

Balasubramanian, R., Rhee, I. & Kang, J., 2005, IEEE International Conference on Communications. Vol. 2. p. 1314-1318 5 p. MC08-1

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

Network protocols
Program processors
Servers
Processing
82 Citations (Scopus)

Comparative study of name disambiguation problem using a scalable blocking-based framework

On, B. W., Kang, J., Lee, D. & Mitra, P., 2005, Proceedings of the ACM/IEEE Joint Conference on Digital Libraries. p. 344-353 10 p.

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

62 Citations (Scopus)

Effective and scalable solutions for mixed and split citation problems in digital libraries

Lee, D., On, B. W., Kang, J. & Park, S., 2005 Jun 17, Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005. Association for Computing Machinery, Inc, p. 69-76 8 p.

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

Digital libraries
Sampling
5 Citations (Scopus)

Establishing value mappings using statistical models and user feedback

Kang, J., Han, T. S., Lee, D. & Mitra, P., 2005 Dec 1, International Conference on Information and Knowledge Management, Proceedings. p. 68-75 8 p.

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

Statistical model
Data integration
Entropy
3 Citations (Scopus)

Identifying value mappings for data integration: An unsupervised approach

Kang, J., Lee, D. & Mitra, P., 2005 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3806 LNCS. p. 544-551 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3806 LNCS).

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

Data integration
Information Storage and Retrieval
Data Integration
Syntactics
Cleaning
11 Citations (Scopus)

Integrating heterogeneous microarray data sources using correlation signatures

Kang, J., Yang, J., Xu, W. & Chopra, P., 2005, Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). Ludascher, B. & Raschid, L. (eds.). Vol. 3615. p. 105-120 16 p.

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

Information Storage and Retrieval
Microarrays
Microarray Data
Signature
Gene
6 Citations (Scopus)

Multivariate stream data reduction in sensor network applications

Seo, S., Kang, J. & Ryu, K. H., 2005 Dec 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3823 LNCS. p. 198-207 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3823 LNCS).

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

Data Reduction
Sensor networks
Sensor Networks
Data reduction
Reduction Method
2003
218 Citations (Scopus)

Evaluating window joins over unbounded streams

Kang, J., Naughton, J. F. & Viglas, S. D., 2003 Dec 1, Proceedings - International Conference on Data Engineering. Dayal, U., Ramamritham, K. & Vijayaraman, T. M. (eds.). p. 341-352 12 p.

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

Storage allocation (computer)
Costs
Data storage equipment
Processing
145 Citations (Scopus)

On Schema Matching with Opaque Column Names and Data Values

Kang, J. & Naughton, J. F., 2003, Proceedings of the ACM SIGMOD International Conference on Management of Data. Halevy, A. Y., Ives, Z. G. & Doan, A. H. (eds.). p. 205-216 12 p.

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