1986 …2020
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Research Output 1986 2019

2019
2 Citations (Scopus)

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Joty, S., Kazaglis, L. & Srivastava, J., 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. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Sleep
Air
Recurrent neural networks
Convolution
Health
2018
1 Citation (Scopus)

ML approach for early detection of sleep apnea treatment abandonment: A case study

Araujo, M., Bhojwani, R., Srivastava, J., Kazaglis, L. & Iber, C., Apr 23 2018, DH 2018 - Proceedings of the 2018 International Conference on Digital Health. Association for Computing Machinery, p. 75-79 5 p. (ACM International Conference Proceeding Series; vol. 2018-April).

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

Health
Learning systems
Trajectories
Personnel
Sleep

Preface

Mondal, A., Gupta, H., Srivastava, J., Reddy, P. K. & Somayajulu, D. V. L. N., Jan 1 2018, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11297 LNCS, p. V-VI

Research output: Contribution to journalEditorial

Resilience analytics: coverage and robustness in multi-modal transportation networks

Baggag, A., Abbar, S., Zanouda, T. & Srivastava, J., Dec 1 2018, In : EPJ Data Science. 7, 1, 14.

Research output: Contribution to journalArticle

Multimodal transportation
Transportation Networks
Resilience
Coverage
Robustness

Utilizing computational trust to identify rumor spreaders on Twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 64.

Research output: Contribution to journalArticle

Spreaders
rumor
Recurrent neural networks
twitter
Intelligent systems
2017

Advanced computation of sparse precision matrices for big data

Baggag, A., Bensmail, H. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Cao, L., Shim, K., Lee, J-G., Kim, J., Moon, Y-S. & Lin, X. (eds.). Springer- Verlag, p. 27-38 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10235 LNAI).

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

Covariance matrix
Method of multipliers
Alternating Direction Method
Positive Definiteness
Stopping Criterion
1 Citation (Scopus)

A multiplex approach to urban mobility

Baggag, A., Abba, S., Zanouda, T., Borge-Holthoefer, J. & Srivastava, J., Jan 1 2017, In : Studies in Computational Intelligence. 693, p. 551-563 13 p.

Research output: Contribution to journalArticle

Multimodal transportation
Multilayers
7 Citations (Scopus)

Development of Trust Scores in Social Media (TSM) Algorithm and Application to Advertising Practice and Research

Roy, A., Huh, J., Pfeuffer, A. & Srivastava, J., Apr 3 2017, In : Journal of Advertising. 46, 2, p. 269-282 14 p.

Research output: Contribution to journalArticle

social media
Marketing
social advertising
social network
Social media

Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar

Fernandez-Luque, L., Singh, M., Ofli, F., Mejova, Y. A., Weber, I., Aupetit, M., Jreige, S. K., Elmagarmid, A., Srivastava, J. & Ahmedna, M., May 12 2017, In : BMC medical informatics and decision making. 17, 1, 1 p.

Research output: Contribution to journalComment/debate

Open Access
3 Citations (Scopus)

Formation and reciprocation of dyadic trust

Roy, A., Singhal, A. & Srivastava, J., Mar 2017, In : ACM Transactions on Internet Technology. 17, 2, 15.

Research output: Contribution to journalArticle

12 Citations (Scopus)

From retweet to believability: Utilizing trust to identify rumor spreaders on twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., Jul 31 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Diesner, J., Ferrari, E. & Xu, G. (eds.). Association for Computing Machinery, Inc, p. 179-186 8 p. (Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017).

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

Spreaders
Learning systems
Identification (control systems)
Experiments
4 Citations (Scopus)

Implementing 360° Quantified Self for childhood obesity: Feasibility study and experiences from a weight loss camp in Qatar

Fernandez-Luque, L., Singh, M., Ofli, F., Mejova, Y. A., Weber, I., Aupetit, M., Jreige, S. K., Elmagarmid, A., Srivastava, J. & Ahmedna, M., Apr 13 2017, In : BMC medical informatics and decision making. 17, 1, 37.

Research output: Contribution to journalArticle

Qatar
Social Media
Pediatric Obesity
Feasibility Studies
Weight Loss

On the role of political affiliation in human perception the case of Delhi OddEven experiment

Zanouda, T., Abbar, S., Berti-Equille, L., Shah, K., Baggag, A., Chawla, S. & Srivastava, J., Jan 1 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Ciampaglia, G. L., Yasseri, T. & Mashhadi, A. (eds.). Springer- Verlag, p. 74-88 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS).

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

Human Perception
Experiment
Experiments
India
Curbs
2 Citations (Scopus)

Research dataset discovery from research publications using web context

Singhal, A. & Srivastava, J., Jan 1 2017, In : Web Intelligence. 15, 2, p. 81-99 19 p.

Research output: Contribution to journalArticle

Search engines

The 360QS Toolkit for Sleep and Physical Activity Analysis Based on Wearables

Singh, M., Fernandez-Luque, L. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 680-681 2 p. 8104278. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

Sleep
Health
Data visualization
Health risks
Ubiquitous computing
10 Citations (Scopus)

The Science of Sweet Dreams: Predicting Sleep Efficiency from Wearable Device Data

Sathyanarayana, A., Srivastava, J. & Fernandez-Luque, L., Mar 2017, Computer, 50, 3, p. 30-38 9 p.

Research output: Contribution to specialist publicationArticle

Health
Medical problems
Computer science
Students
Sleep
3 Citations (Scopus)

Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity

Aupetit, M., Fernandez-Luque, L., Singh, M. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 678-679 2 p. 8104277. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

Pediatric Obesity
Health Behavior
Biometrics
Visualization
Obesity
1 Citation (Scopus)

Weighted simplicial complex: A novel approach for predicting small group evolution

Sharma, A., Moore, T. J., Swami, A. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Springer- Verlag, p. 511-523 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

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

Simplicial Complex
Industry
Recurrence
Network Modeling
Predictive Model
2016
10 Citations (Scopus)

Cross-language domain adaptation for classifying crisis-related short messages

Imran, M., Mitra, P. & Srivastava, J., Jan 1 2016, ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Antunes, P., Banuls Silvera, V. A., Porto de Albuquerque, J., Moore, K. A. & Tapia, A. H. (eds.). Information Systems for Crisis Response and Management, ISCRAM, (Proceedings of the International ISCRAM Conference).

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

Disasters
Classifiers
Learning systems
Labels
Earthquakes

Message from the ICSC-SCKNE'16 Program Chairs

Moraes, E. A. D., Bernardes, R. C., Srivastava, J., Cruvinel, P. E. & Chillakanti, P., Mar 22 2016, In : Proceedings - 2016 IEEE 10th International Conference on Semantic Computing, ICSC 2016. p. xx 7439069.

Research output: Contribution to journalEditorial

15 Citations (Scopus)

Mining influencers using information flows in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Jan 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 3, 26.

Research output: Contribution to journalArticle

Flow patterns
16 Citations (Scopus)

Querying and tracking influencers in social streams

Subbian, K., Aggarwal, C. C. & Srivastava, J., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 493-502 10 p. (WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining).

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

Electric network analysis
Marketing
7 Citations (Scopus)

Robust Automated Human Activity Recognition and Its Application to Sleep Research

Sathyanarayana, A., Ofli, F., Fernandez-Luque, L., Srivastava, J., Elmagarmid, A., Arora, T. & Taheri, S., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 495-502 8 p. 7836708. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

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

Sleep research
Health
Medical problems
Time series
Sensors
7 Citations (Scopus)

Social network regularized Sparse Linear Model for Top-N recommendation

Feng, X., Sharma, A., Srivastava, J., Wu, S. & Tang, Z., May 1 2016, In : Engineering Applications of Artificial Intelligence. 51, p. 5-15 11 p.

Research output: Contribution to journalArticle

Factorization
9 Citations (Scopus)

Trustingness & trustworthiness: A pair of complementary trust measures in a social network

Roy, A., Sarkar, C., Srivastava, J. & Huh, J., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 549-554 6 p. 7752289

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

trustworthiness
social network
coding
human being
interaction
2015
9 Citations (Scopus)

360° Quantified Self

Haddadi, H., Ofli, F., Mejova, Y., Weber, I. & Srivastava, J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Fu, W-T., Balakrishnan, P., Harabagiu, S., Wang, F. & Srivatsava, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 587-592 6 p. 7349770

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

Ego
Social Media
Equipment and Supplies
Social Environment
Electronic Health Records
5 Citations (Scopus)

Automatic instance selection via locality constrained sparse representation for missing value estimation

Feng, X., Wu, S., Srivastava, J. & Desikan, P., Sep 1 2015, In : Knowledge-Based Systems. 85, p. 210-223 14 p.

Research output: Contribution to journalArticle

Glossaries
Gene expression
Data mining
Atoms
Missing values
1 Citation (Scopus)

Clinical decision making: A framework for predicting Rx response

Sathyanarayana, A., Pathak, J., McCoy, R., Romero-Brufau, S., Panaziahar, M. & Srivastava, J., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 1185-1188 4 p. 7022730. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

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

Decision making
Medical problems
Decision trees
1 Citation (Scopus)

Computational aspects of social network analysis

Kazienko, P., Alhajj, R. & Srivastava, J., Jan 1 2015, In : Scientific Programming. 2015, 907547.

Research output: Contribution to journalEditorial

Electric network analysis
30 Citations (Scopus)

Just in time recommendations - Modeling the dynamics of boredom in activity streams

Kapoor, K., Subbian, K., Srivastava, J. & Schrater, P. R., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 233-242 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).

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

2 Citations (Scopus)

Predicting small group accretion in social networks: A topology based incremental approach

Sharma, A., Kuang, R., Srivastava, J., Feng, X. & Singhal, K., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 408-415 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

Topology
Social sciences
Joining
Macros
Statistical methods

Rare class detection in networks

Subbian, K., Aggarwal, C. C., Srivastava, J. & Kumar, V., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 406-414 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).

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

2014
27 Citations (Scopus)

A hazard based approach to user return time prediction

Kapoor, K., Sun, M., Srivastava, J. & Ye, T., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1719-1728 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Hazards
Web services
Marketing
Internet
Economics
3 Citations (Scopus)

DataGopher: Context-based search for research datasets

Singhal, A., Kasturi, R. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 749-756 8 p. 7051964. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Search engines
Blogs
3 Citations (Scopus)

Exploiting small world property for network clustering

Qian, T., Li, Q., Srivastava, J., Peng, Z., Yang, Y. & Wang, S., May 1 2014, In : World Wide Web. 17, 3, p. 405-425 21 p.

Research output: Contribution to journalArticle

Electric network analysis
Clustering algorithms
7 Citations (Scopus)

Finding influencers in networks using social capital

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2014, In : Social Network Analysis and Mining. 4, 1, p. 1-13 13 p., 219.

Research output: Contribution to journalArticle

social capital
Values
fairness

Generating semantic annotations for research datasets

Singhal, A. & Srivastava, J., Jan 1 2014, 4th International Conference on Web Intelligence, Mining and Semantics, WIMS 2014. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

Semantics
Search engines
Metadata
World Wide Web
Explosions
3 Citations (Scopus)

Identifying a Typology of Players Based on Longitudinal Game Data

Ahmed, I., Mahapatra, A., Poole, M. S., Srivastava, J. & Brown, C., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 103-115 13 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

Game
Datalog
Gaming
Longitudinal Data
Reward
2 Citations (Scopus)

Leveraging the web for automating tag expansion for low-content items

Singhal, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 545-552 8 p. 7051937. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Factorization
Semantics
3 Citations (Scopus)

On the Problem of Predicting Real World Characteristics from Virtual Worlds

Ahmad, M. A., Shen, C., Srivastava, J. & Contractor, N., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 1-18 18 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

Virtual Worlds
Availability
Open Population
Predictive Modeling
Prediction

Predicting MMO Player Gender from In-Game Attributes Using Machine Learning Models

Kennedy, T., Ratan, R. R., Kapoor, K., Pathak, N., Williams, D. & Srivastava, J., Jan 1 2014, Springer Proceedings in Complexity. Springer, p. 69-84 16 p. (Springer Proceedings in Complexity).

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning systems
Machine Learning
Servers
Attribute
Game
19 Citations (Scopus)

Robust feature selection technique using rank aggregation

Sarkar, C., Cooley, S. A. & Srivastava, J., Mar 16 2014, In : Applied Artificial Intelligence. 28, 3, p. 243-257 15 p.

Research output: Contribution to journalArticle

Feature extraction
Classifiers
Agglomeration
Tumors
Internet
1 Citation (Scopus)

Scalable information flow mining in networks

Subbian, K., Sridhar, C., Aggarwal, C. C. & Srivastava, J., Jan 1 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer- Verlag, p. 130-146 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

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

Information Flow
Flow patterns
Mining
Flow Pattern
Influence Analysis
3 Citations (Scopus)

Topic formation and development: a core-group evolving process

Qian, T., Li, Q., Liu, B., Xiong, H., Srivastava, J. & Sheu, P. C. Y., Jan 1 2014, In : World Wide Web. 17, 6, p. 1343-1373 31 p.

Research output: Contribution to journalArticle

Life cycle
Cells
5 Citations (Scopus)

Understanding co-evolution in large multi-relational social networks

Singhal, A., Roy, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 733-740 8 p. 7051962. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Electric network analysis
2013
6 Citations (Scopus)

A Machine Learning-Based Analysis of Game Data for Attention Deficit Hyperactivity Disorder Assessment

Heller, M. D., Roots, K., Srivastava, S., Schumann, J., Srivastava, J. & Hale, T. S., Oct 1 2013, In : Games for Health Journal. 2, 5, p. 291-298 8 p.

Research output: Contribution to journalArticle

ADHD
Attention Deficit Disorder with Hyperactivity
Learning systems
learning
Psychiatry
2 Citations (Scopus)

Automating document annotation using open source knowledge

Singhal, A., Kasturi, R. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 199-204 6 p. 6690015. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

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

Terminology
Search engines
Computer science
Availability
8 Citations (Scopus)

Bot detection based on social interactions in MMORPGs

Oh, J., Borbora, Z. H., Sharma, D. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 536-543 8 p. 6693378. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

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

Eigenvalues and eigenfunctions
Classifiers
Internet
7 Citations (Scopus)

Community detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 405-413 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

Labels
Availability
Communication