Publications

This section contains publications published by ISI over the past several decades.

2018

Advances in Data Science

Leman Akoglu, Emilio Ferrara, Mallayya Deivamani, Ricardo Baeza-Yates, Palanisamy Yogesh
Springer,  2018

Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization

Homa Hosseinmardi, Hsien-Te Kao, Kristina Lerman, Emilio Ferrara
HeteroNAM 2018: First International Workshop on Heterogeneous Networks …,  2018

Language, demographics, emotions, and the structure of online social networks

Kristina Lerman, Luciano G Marin, Megha Arora, Lucas H Costa de Lima, Emilio Ferrara, David Garcia
Journal of Computational Social Science 1, 209-225,  2018

Measuring social spam and the effect of bots on information diffusion in social media

Emilio Ferrara
Complex spreading phenomena in social systems: Influence and contagion in …,  2018

Non-negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games

Anna Sapienza, Alessandro Bessi, Emilio Ferrara
Information 9 (3), 66,  2018

A mobility-aware optimal resource allocation architecture for big data task execution on mobile cloud in smart cities

Asma Enayet, Md Abdur Razzaque, Mohammad Mehedi Hassan, Atif Alamri, Giancarlo Fortino
IEEE Communications Magazine 56 (2), 110-117,  2018

IoT-Hub: A new cloud data-platform for monitoring and analyzing IoT

Rosa Filgueira, R Ferreira da Silva, Ewa Deelman, Vyron Christodoulou, Jakub Mojsiejuk, Amy Krause
AGU Fall Meeting Abstracts 2018, IN51B-0586,  2018

Integrating models through knowledge-powered data and process composition

Daniel Garijo, Yolanda Gil, Kelly M Cobourn, Ewa Deelman, Christopher Duffy, R Ferreira da Silva, Armen Kemanian, Craig Knoblock, Vipin Kumar, Scott Dale Peckham, Yao-Yi Chiang, Deborah Khider, Ankush Khandelwal, Jay Pujara, Varun Ratnakar, Maria Stoica, Binh Vu, Minh Pham
AGU Fall Meeting Abstracts 2018, IN31A-02,  2018

Graphic encoding of macromolecules for efficient high-throughput analysis

Trilce Estrada, Jeremy Benson, Hector Carrillo-Cabada, Asghar M Razavi, Michel A Cuendet, Harel Weinstein, Ewa Deelman, Michela Taufer
Proceedings of the 2018 ACM International Conference on Bioinformatics …,  2018

Guest editor’s note: Special issue on algorithmic and run-time system advances for next-generation high performance computing systems

Roman Wyrzykowski, Ewa Deelman
The International Journal of High Performance Computing Applications 32 (4 …,  2018

Big data and extreme-scale computing: Pathways to convergence-toward a shaping strategy for a future software and data ecosystem for scientific inquiry

Mark Asch, Terry Moore, R Badia, Micah Beck, P Beckman, T Bidot, François Bodin, Franck Cappello, A Choudhary, B De Supinski, Ewa Deelman, J Dongarra, Anshu Dubey, G Fox, H Fu, Sergi Girona, William Gropp, M Heroux, Yutaka Ishikawa, Katarzyna Keahey, D Keyes, W Kramer, JF Lavignon, Y Lu, Satoshi Matsuoka, Bernd Mohr, D Reed, S Requena, J Saltz, T Schulthess, R Stevens, M Swany, A Szalay, W Tang, G Varoquaux, Jean-Pierre Vilotte, R Wisniewski, Z Xu, Igor Zacharov
The International Journal of High Performance Computing Applications 32 (4 …,  2018

IoT-Hub: New IoT Data-Platform for Virtual Research Environments.

Rosa Filgueira, Rafael Ferreira da Silva, Ewa Deelman, Vyron Christodoulou, Amrey Krause
IWSG,  2018

Towards model integration via abductive workflow composition and multi-method scalable model execution

Rafael Ferreira da Silva, Daniel Garijo, Scott Peckham, Yolanda Gil, Ewa Deelman, Varun Ratnakar
9th International Congress on Environmental Modelling and Software,  2018

AMGCC 2018 Foreword: 6th International Workshop on Autonomic Management of High-Performance Grid and Cloud Computing

Heonyoung Yeom, Kento Aida, Jaeyoung Choi, Youngri Choi, Ewa Deelman, Sandro Fiore, Ricardo Graciani Diaz, Hyeonsang Eom, Eric Heien, Jens Jensen, Jik Soo Kim, Yoonhee Kim, Youngjae Kim, Jaewook Lee, Kyungyong Lee, Jaehwan Lee, Myungho Lee, Young Choon Lee, Raffaele Montella, Taiga Nakamura, Beomseok Nam, Sangmi Lee Pallickara, Seung Jong Park, Sungyong Park, Robert E Quick, Ilkyeun Ra, David Sarramia, Yoshio Tanaka, Taro Tezuka, Steven C Timm, Ananta Tiwari, Jose Luis Vazquez-Poletti, Justin M Wozniak
3rd IEEE International Workshops on Foundations and Applications of Self …,  2018

The future of scientific workflows

Ewa Deelman, Tom Peterka, Ilkay Altintas, Christopher D Carothers, Kerstin Kleese Van Dam, Kenneth Moreland, Manish Parashar, Lavanya Ramakrishnan, Michela Taufer, Jeffrey Vetter
The International Journal of High Performance Computing Applications 32 (1 …,  2018

Threat hunting: A guide to proactive network defense

Michael Patrick Collins
O'Reilly Media,  2018

CHAPTER FOUR OSG-GEM: GENE EXPRESSION MATRIX CONSTRUCTION USING THE OPEN SCIENCE GRID

William L Poehlman, Mats Rynge, Chris Branton, D Balamurugan, Frank A Feltus
TigerPrint s, 78,  2018

Searching the sequence read archive using Jetstream and Wrangler

Kyle Levi, Mats Rynge, Eroma Abeysinghe, Robert A Edwards
Proceedings of the Practice and Experience on Advanced Research Computing, 1-7,  2018