Selected Publications

Research in the College of Information Sciences and Technology explores topics across a variety of core and cross-cutting domains. Filter the list below by publication author, research area, and year to explore recent publications from IST researchers.

Commentary: Appreciative Disagreements

  • Jeffrey
  • Bardzell
, 2018
, Human-Computer Interaction
on p. 201-204

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

  • Hanjoo
  • Kim
  • Xin
  • Lu
  • Michael
  • Costa
  • Baris
  • Kandemir
  • Reginald B.
  • Adams
  • Jia
  • Li
  • James Z.
  • Wang
  • Michelle G.
  • Newman
, 2018
, Psychiatry Research
on p. 414-420

Generative models as a third paradigm for decision making: A response to Markman

  • Korey
  • MacDougall
  • Frank E.
  • Ritter
, 2018
, Journal of Applied Research in Memory and Cognition
on p. 26-28

HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring

  • Xiaojin
  • Li
  • Licong
  • Cui
  • Shiqiang
  • Tao
  • Jing
  • Chen
  • Xiang
  • Zhang
  • Guo Qiang
  • Zhang
, 2018
, IEEE Journal of Biomedical and Health Informatics
on p. 375-385

MessageLens: A Visual Analytics System to Support Multifaceted Exploration of MOOC Forum Discussions

  • Jian Syuan
  • Wong
  • Xiaolong
  • Zhang
, 2018
, Visual Informatics
on p. 37-49

Server-based manipulation attacks against machine learning models

  • Cong
  • Liao
  • Sencun
  • Zhu
  • Haoti
  • Zhong
  • Anna
  • Squicciarini
, 2018
, CODASPY 2018 - Proceedings of the 8th ACM Conference on Data and Application Security and Privacy
on p. 2-34

Toward foraging for understanding of StarCraft agents

  • Sean
  • Penney
  • Jonathan
  • Dodge
  • Claudia
  • Hilderbrand
  • Andrew
  • Anderson
  • Logan
  • Simpson
  • Margaret
  • Burnett
, 2018
on p. 225-237

Understanding how GitHub supports curation repositories

  • Yu
  • Wu
  • Jessica
  • Kropczynski
  • Raquel
  • Prates
  • John M.
  • Carroll
, 2018
, Future Internet

Write-it-yourself with the aid of smartwatches: A Wizard-of-Oz experiment with blind people

  • Syed Masum
  • Billah
  • Vikas
  • Ashok
  • I. V.
  • Ramakrishnan
, 2018
, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces
on p. 427-431

An efficient algorithm for dynamic MRI using low-rank and total variation regularizations

  • Jiawen
  • Yao
  • Zheng
  • Xu
  • Xiaolei
  • Huang
  • Junzhou
  • Huang
, 2018
, Medical Image Analysis
on p. 14-27

An emotional step toward automated trust detection in crisis social media

  • Shane E.
  • Halse
  • Andria
  • Tapia
  • Anna
  • Squicciarini
  • Cornelia
  • Caragea
, 2018
, Information Communication and Society
on p. 288-305

Combating crowdsourced review manipulators: A neighborhood-based approach

  • Parisa
  • Kaghazgaran
  • James
  • Caverlee
  • Anna
  • Squicciarini
, 2018
, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining
on p. 306-314

CrossFire: Cross media joint friend and item recommendations

  • Kai
  • Shu
  • Suhang
  • Wang
  • Jiliang
  • Tang
  • Yilin
  • Wang
  • Huan
  • Liu
, 2018
, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining
on p. 522-530

Introduction: Reimagining participatory design-Emerging voices

  • Liam
  • Bannon
  • Jeffrey
  • Bardzell
  • Susanne
  • Bødker
, 2018
, ACM Transactions on Computer-Human Interaction

Second-order random walk-based proximity measures in graph analysis: formulations and algorithms

  • Yubao
  • Wu
  • Xiang
  • Zhang
  • Yuchen
  • Bian
  • Zhipeng
  • Cai
  • Xiang
  • Lian
  • Xueting
  • Liao
  • Fengpan
  • Zhao
, 2018
, VLDB Journal
on p. 127-152

Visually-enabled active deep learning for (geo) text and image classification: A review

  • Liping
  • Yang
  • Alan M.
  • Maceachren
  • Prasenjit
  • Mitra
  • Teresa
  • Onorati
, 2018
, ISPRS International Journal of Geo-Information

Activating the "breakfast club": Modeling influence spread in natural-world social networks

  • Lily
  • Hu
  • Bryan
  • Wilder
  • Amulya
  • Yadav
  • Eric
  • Rice
  • Milind
  • Tambe
, 2018
, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018
on p. 1631-1639

African American youth tumbling toward mental health support-seeking and positive academic outcomes

  • Lynette
  • Kvasny
  • Fay Cobb
  • Payton
, 2018
, Diversifying Digital Learning
on p. 151-171

Analytic decision gaming – A tool to develop crisis response and clinical reasoning

  • Jacob L.
  • Graham
  • Mark B.
  • Stephens
, 2018
, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018
on p. 60-68

Bad weather coming: Linking social media and weather sensor data

  • Shane
  • Halse
  • Aurélie
  • Montarnal
  • Andrea
  • Tapia
  • Frederick
  • Benaben
, 2018
, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018
on p. 507-515

Community coordination: Aligning social media use in community emergency management

  • Rob
  • Grace
  • Jess
  • Kropczynski
  • Andrea
  • Tapia
, 2018
, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018
on p. 609-620

Discovering triangles in portraits for supporting photographic creation

  • Siqiong
  • He
  • Zihan
  • Zhou
  • Farshid
  • Farhat
  • James Z.
  • Wang
, 2018
, IEEE Transactions on Multimedia
on p. 496-508

Rethinking the smaller-norm-less-informative assumption in channel pruning of convolution layers

  • Jianbo
  • Ye
  • Xin
  • Lu
  • Zhe
  • Lin
  • James Z.
  • Wang
, 2018

Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks

  • Waseem
  • Abbas
  • Aron
  • Laszka
  • Yevgeniy
  • Vorobeychik
  • Xenofon
  • Koutsoukos
, 2018
, IEEE Transactions on Network Science and Engineering
on p. 65-78

Sensing Technologies for Monitoring Serious Mental Illnesses

  • Saeed
  • Abdullah
  • Tanzeem
  • Choudhury
, 2018
, IEEE Multimedia
on p. 61-75

SURE

  • Xenofon
  • Koutsoukos
  • Gabor
  • Karsai
  • Aron
  • Laszka
  • Himanshu
  • Neema
  • Bradley
  • Potteiger
  • Peter
  • Volgyesi
  • Yevgeniy
  • Vorobeychik
  • Janos
  • Sztipanovits
, 2018
, Proceedings of the IEEE
on p. 93-112

Survey on access control for community-centered collaborative systems

  • Federica
  • Paci
  • Anna
  • Squicciarini
  • Nicola
  • Zannone
, 2018
, ACM Computing Surveys

The symbiotic relationship of crisis response professionals and enthusiasts as demonstrated by reddit's user-interface over time

  • Nicolas
  • LaLone
  • Jess
  • Kropczynski
  • Andrea
  • Tapia
, 2018
, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018
on p. 232-244

Towards professionalization in an online community of emerging occupation: Discourses among UX practitioners

  • Yubo
  • Kou
  • Colin M.
  • Gray
, 2018
, GROUP 2018 - Proceedings of the 2018 ACM Conference on Supporting Groupwork
on p. 322-334

Understanding and identifying rhetorical questions in social media

  • Suhas
  • Ranganath
  • Xia
  • Hu
  • Jiliang
  • Tang
  • Suhang
  • Wang
  • Huan
  • Liu
, 2018
, ACM Transactions on Intelligent Systems and Technology

Using Java to provide cognitive models with a more universal way to interact with graphical user interfaces

  • Farnaz
  • Tehranchi
  • Frank E.
  • Ritter
, 2018

Vertically arrayed stimuli and responses: transfer of incompatible spatial mapping to Simon task occurs regardless of response-device orientation

  • Qi
  • Zhong
  • Aiping
  • Xiong
  • Kim Phuong L.
  • Vu
  • Robert W.
  • Proctor
, 2018
, Experimental Brain Research
on p. 175-185

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis

  • Qiuling
  • Suo
  • Fenglong
  • Ma
  • Giovanni
  • Canino
  • Jing
  • Gao
  • Aidong
  • Zhang
  • Agostino
  • Gnasso
  • Giuseppe
  • Tradigo
  • Pierangelo
  • Veltri
, 2018
, CEUR Workshop Proceedings

An Economic Study of the Effect of Android Platform Fragmentation on Security Updates

  • Sadegh
  • Farhang
  • Aron
  • Laszka
  • Jens
  • Grossklags
, 2018
on p. 119-137

Assessing attack impact on business processes by interconnecting attack graphs and entity dependency graphs

  • Chen
  • Cao
  • Lun Pin
  • Yuan
  • Anoop
  • Singhal
  • Peng
  • Liu
  • Xiaoyan
  • Sun
  • Sencun
  • Zhu
, 2018
, Data and Applications Security and Privacy XXXII - 32nd Annual IFIP WG 11.3 Conference, DBSec 2018, Proceedings
on p. 330-348

Bandit learning with implicit feedback

  • Yi
  • Qi
  • Qingyun
  • Wu
  • Hongning
  • Wang
  • Jie
  • Tang
  • Maosong
  • Sun
, 2018
, Advances in Neural Information Processing Systems
on p. 7276-7286

Bridging the gap between theory and practice in influence maximization: Raising awareness about HIV among homeless youth

  • Amulya
  • Yadav
  • Bryan
  • Wilder
  • Eric
  • Rice
  • Robin
  • Petering
  • Jaih
  • Craddock
  • Amanda
  • Yoshioka-Maxwell
  • Mary
  • Hemler
  • Laura
  • Onasch-Vera
  • Milind
  • Tambe
  • Darlene
  • Woo
, 2018
, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018
on p. 5399-5403

Combating behavioral deviance via user behavior control

  • Chenxi
  • Qiu
  • Anna
  • Squicciarini
  • Christopher
  • Griffin
  • Prasanna
  • Umar
, 2018
, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018
on p. 202-210

ComClus: A self-grouping framework for multi-network clustering

  • Jingchao
  • Ni
  • Wei
  • Cheng
  • Wei
  • Fan
  • Xiang
  • Zhang
, 2018
, IEEE Transactions on Knowledge and Data Engineering
on p. 435-448

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

  • Tsung Yu
  • Hsieh
  • Yasser
  • EL-Manzalawy
  • Yiwei
  • Sun
  • Vasant
  • Honavar
, 2018
, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings
on p. 740-752

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

  • Yutao
  • Ma
  • Tao
  • Xu
  • Xiaolei
  • Huang
  • Xiaofang
  • Wang
  • Canyu
  • Li
  • Jason
  • Jerwick
  • Yuan
  • Ning
  • Xianxu
  • Zeng
  • Baojin
  • Wang
  • Yihong
  • Wang
  • Zhan
  • Zhang
  • Xiaoan
  • Zhang
  • Chao
  • Zhou
, 2018
, IEEE Transactions on Biomedical Engineering

Conversational agents to provide couple therapy for patients with ptsd

  • Nasim
  • Motalebi
  • Saeed
  • Abdullah
, 2018

Covariate adjusted precision matrix estimation via nonconvex optimization

  • Jinghui
  • Chen
  • Pan
  • Xu
  • Lingxiao
  • Wang
  • Jian
  • Ma
  • Quanquan
  • Gu
, 2018
on p. 1464-1489

CrowdEval: A cost-efficient strategy to evaluate crowdsourced worker's reliability

  • Chenxi
  • Qiu
  • Anna
  • Squicciarini
  • Dev Rishi
  • Khare
  • Barbara
  • Carminati
  • James
  • Caverlee
, 2018
, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018
on p. 1486-1494

CryptMe: Data leakage prevention for unmodified programs on ARM devices

  • Chen
  • Cao
  • Le
  • Guan
  • Ning
  • Zhang
  • Neng
  • Gao
  • Jingqiang
  • Lin
  • Bo
  • Luo
  • Peng
  • Liu
  • Ji
  • Xiang
  • Wenjing
  • Lou
, 2018
, Research in Attacks, Intrusions, and Defenses - 21st International Symposium, RAID 2018, Proceedings
on p. 380-400

Cyber-insurance as a signaling game

  • Aron
  • Laszka
  • Emmanouil
  • Panaousis
  • Jens
  • Grossklags
, 2018
on p. 508-520

Designing Secure Ethereum Smart Contracts

  • Anastasia
  • Mavridou
  • Aron
  • Laszka
, 2018
on p. 523-540

Distractor generation for multiple choice questions using learning to rank

  • Chen
  • Liang
  • Xiao
  • Yang
  • Neisarg
  • Dave
  • Drew
  • Wham
  • Bart
  • Pursel
  • C. Lee
  • Giles
, 2018
on p. 284-290

Dynamic representation for evaluating the effect of moderators and stress on performance (DREEMS)

  • Victor E.
  • Middleton
  • Peter W.
  • Weyhrauch
  • Spenser
  • Lynn
  • Frank E.
  • Ritter
  • Christopher L.
  • Dancy
, 2018

Exploiting emotion on reviews for recommender systems

  • Xuying
  • Meng
  • Suhang
  • Wang
  • Huan
  • Liu
  • Yujun
  • Zhang
, 2018
, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018
on p. 3788-3795