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.

NECTAR: Enforcing environmental compliance through strategically randomized factory inspections

  • Benjamin
  • Ford
  • Matthew
  • Brown
  • Amulya
  • Yadav
  • Amandeep
  • Singh
  • Arunesh
  • Sinha
  • Biplav
  • Srivastava
  • Christopher
  • Kiekintveld
  • Milind
  • Tambe
, 2019
, Artificial Intelligence and Conservation
on p. 136-150

Partner-specific prediction of RNA-binding residues in proteins: A critical assessment

  • Yong
  • Jung
  • Yasser
  • EL-Manzalawy
  • Drena
  • Dobbs
  • Vasant G.
  • Honavar
, 2019
, Proteins: Structure, Function and Bioinformatics
on p. 198-211

TextContourNet: A flexible and effective framework for improving scene text detection architecture with a multi-task cascade

  • Dafang
  • He
  • Xiao
  • Yang
  • Daniel
  • Kifer
  • C. Lee
  • Giles
, 2019
, Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019
on p. 676-685

The platformization of the classroom

  • Priya C.
  • Kumar
  • Jessica
  • Vitak
  • Marshini
  • Chetty
  • Tamara L.
  • Clegg
, 2019
, Surveillance & Society
on p. 145-152

Towards Confidence Interval Estimation in Truth Discovery

  • Houping
  • Xiao
  • Jing
  • Gao
  • Qi
  • Li
  • Fenglong
  • Ma
  • Lu
  • Su
  • Yunlong
  • Feng
  • Aidong
  • Zhang
, 2019
, IEEE Transactions on Knowledge and Data Engineering
on p. 575-588

Are you game? Assessing students' perception of learning, instructors' perspective, and learning attitude

  • Hadi
  • Hosseini
  • Laurel
  • Perweiler
, 2019
, SIGCSE 2019 - Proceedings of the 50th ACM Technical Symposium on Computer Science Education
on p. 866-872

Field experience with obfuscating million-user iOS apps in large enterprise mobile development

  • Pei
  • Wang
  • Dinghao
  • Wu
  • Zhaofeng
  • Chen
  • Tao
  • Wei
, 2019
, Software - Practice and Experience
on p. 252-273

Intelligent positive computing with mobile, wearable, and IoT devices: Literature review and research directions

  • Uichin
  • Lee
  • Kyungsik
  • Han
  • Hyunsung
  • Cho
  • Kyong Mee
  • Chung
  • Hwajung
  • Hong
  • Sung Ju
  • Lee
  • Youngtae
  • Noh
  • Sooyoung
  • Park
  • John M.
  • Carroll
, 2019
, Ad Hoc Networks
on p. 8-24

Multi-view network embedding via graph factorization clustering and co-regularized multi-view agreement

  • Yiwei
  • Sun
  • Ngot
  • Bui
  • Tsung Yu
  • Hsieh
  • Vasant
  • Honavar
, 2019
, Proceedings - 18th IEEE International Conference on Data Mining Workshops, ICDMW 2018
on p. 1006-1013

TRANSAX

  • Aron
  • Laszka
  • Scott
  • Eisele
  • Abhishek
  • Dubey
  • Gabor
  • Karsai
  • Karla
  • Kvaternik
, 2019
on p. 918-927

A Cloud Brokerage Architecture for Efficient Cloud Service Selection

  • Dan
  • Lin
  • Anna
  • Squicciarini
  • Venkata Nagarjuna
  • Dondapati
  • Smitha
  • Sundareswaran
, 2019
, IEEE Transactions on Services Computing
on p. 144-157

A General Framework for Diagnosis Prediction via Incorporating Medical Code Descriptions

  • Fenglong
  • Ma
  • Yaqing
  • Wang
  • Houping
  • Xiao
  • Ye
  • Yuan
  • Radha
  • Chitta
  • Jing
  • Zhou
  • Jing
  • Gao
, 2019
, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
on p. 1070-1075

A recommender system for component-based applications using machine learning techniques

  • Antonio Jesús
  • Fernández-García
  • Luis
  • Iribarne
  • Antonio
  • Corral
  • Javier
  • Criado
  • James Z.
  • Wang
, 2019
, Knowledge-Based Systems
on p. 68-84

Actionable Collaborative Common Operational Picture in Crisis Situation: A Comprehensive Architecture Powered with Social Media Data

  • Julien
  • Coche
  • Aurélie
  • Montarnal
  • Andrea
  • Tapia
  • Frederick
  • Benaben
, 2019
, Collaborative Networks and Digital Transformation - 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, Proceedings
on p. 151-162

Automatic slide generation for scientific papers

  • Athar
  • Sefid
  • Jian
  • Wu
  • Prasenjit
  • Mitra
  • C. Lee
  • Giles
, 2019
, CEUR Workshop Proceedings
on p. 11-16

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

  • Bart
  • Pursel
  • Crystal
  • Ramsay
  • Nesirag
  • Dave
  • Chen
  • Liang
  • C.
  • Lee Giles
, 2019
, CEUR Workshop Proceedings
on p. 81-87

Beyond news contents: The role of social context for fake news detection

  • Kai
  • Shu
  • Suhang
  • Wang
  • Huan
  • Liu
, 2019
, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining
on p. 312-320

CiteSeerX-2018: A Cleansed Multidisciplinary Scholarly Big Dataset

  • Jian
  • Wu
  • Bharath
  • Kandimalla
  • Shaurya
  • Rohatgi
  • Athar
  • Sefid
  • Jianyu
  • Mao
  • C. Lee
  • Giles
, 2019
, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
on p. 5465-5467

Co-producing, curating, and defining design knowledge in an online practitioner community

  • Colin M.
  • Gray
  • Yubo
  • Kou
, 2019
, CoDesign
on p. 41-58

Context-Aware Coproduction: Implications for Recommendation Algorithms

  • Jiawei
  • Chen
  • Afsaneh
  • Doryab
  • Benjamin Vincent
  • Hanrahan
  • Alaaeddine
  • Yousfi
  • Jordan
  • Beck
  • Xiying
  • Wang
  • Victoria
  • Bellotti
  • Anind K.
  • Dey
  • John
  • Carroll
, 2019
, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings
on p. 565-577

Deep generative models for recommender systems

  • Vineeth
  • Rakesh
  • Suhang
  • Wang
  • Huan
  • Liu
, 2019
on p. 111-132

Dynamics of technological mediation: A case of television white space deployment

  • Richard N.
  • Caneba
  • Carleen F.
  • Maitland
, 2019
, Proceedings of the 10th International Conference on Information and Communication Technologies and Development, ICTD 2019

Engaging the Community Through Places: An User Study of People’s Festival Stories

  • Xiying
  • Wang
  • Tiffany
  • Knearem
  • Han Jun
  • Yoon
  • Hedgie
  • Jo
  • Jackeline
  • Lee
  • Junwoo
  • Seo
  • John M.
  • Carroll
, 2019
, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings
on p. 315-326

Exploring task-agnostic, ShapeNet-based object recognition for mobile robots

  • Agnese
  • Chiatti
  • Gianluca
  • Bardaro
  • Emanuele
  • Bastianelli
  • Ilaria
  • Tiddi
  • Prasenjit
  • Mitra
  • Enrico
  • Motta
, 2019
, CEUR Workshop Proceedings

Gatekeeper: Quantifying the Impacts of Service to the Scientific Community

  • Spyke
  • Krepshaw
  • Dongwon
  • Lee
, 2019
, Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Proceedings
on p. 123-135

Identifying cache-based side channels through secret-augmented abstract interpretation

  • Shuai
  • Wang
  • Yuyan
  • Bao
  • Xiao
  • Liu
  • Pei
  • Wang
  • Danfeng
  • Zhang
  • Dinghao
  • Wu
, 2019
, Proceedings of the 28th USENIX Security Symposium
on p. 657-674

Integrating citizen initiatives in a technological platform for collaborative crisis management

  • Robin
  • Batard
  • Aurélie
  • Montarnal
  • Frederick
  • Benaben
  • Caroline
  • Rizza
  • Christophe
  • Prieur
  • Andrea
  • Tapia
, 2019
, ISCRAM 2019 - Proceedings
on p. 1346-1356

L-Injection: Toward effective collaborative filtering using uninteresting items

  • Jongwuk
  • Lee
  • Won Seok
  • Hwang
  • Juan
  • Parc
  • Youngnam
  • Lee
  • Sang Wook
  • Kim
  • Dongwon
  • Lee
, 2019
, IEEE Transactions on Knowledge and Data Engineering
on p. 3-16

Learning IS child's play: Game-based learning in computer science education

  • Hadi
  • Hosseini
  • Maxwell
  • Hartt
  • Mehrnaz
  • Mostafapour
, 2019
, ACM Transactions on Computing Education

Leveraging funds of knowledge to manage privacy practices in families

  • Mega
  • Subramaniam
  • Priya
  • Kumar
  • Shandra
  • Morehouse
  • Yuting
  • Liao
  • Jessica
  • Vitak
, 2019
, Proceedings of the Association for Information Science and Technology
on p. 245-254

Linked variational autoencoders for inferring substitutable and supplementary items

  • Vineeth
  • Rakesh
  • Suhang
  • Wang
  • Kai
  • Shu
  • Huan
  • Liu
, 2019
, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining
on p. 438-446

Modeling human cognitive behavior for system design

  • Frank E.
  • Ritter
, 2019
, DHM and Posturography
on p. 517-525

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks

  • Ye
  • Yuan
  • Kebin
  • Jia
  • Fenglong
  • Ma
  • Guangxu
  • Xun
  • Yaqing
  • Wang
  • Lu
  • Su
  • Aidong
  • Zhang
, 2019
, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018
on p. 963-968

Participatory data collection and management in low-resource contexts: A field trial with urban refugees

  • Ying
  • Xu
  • Carleen Frances
  • Maitland
, 2019
, Proceedings of the 10th International Conference on Information and Communication Technologies and Development, ICTD 2019

PlacentaNet: Automatic morphological characterization of placenta photos with deep learning

  • Yukun
  • Chen
  • Chenyan
  • Wu
  • Zhuomin
  • Zhang
  • Jeffery A.
  • Goldstein
  • Alison D.
  • Gernand
  • James Z.
  • Wang
, 2019
, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings
on p. 487-495

Preface

  • Sushil
  • Jajodia
  • George
  • Cybenko
  • Peng
  • Liu
  • Cliff
  • Wang
  • Michael
  • Wellman
, 2019
, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
on p. v-vi

Privacy-enhancing artificial intelligence and language technologies (PAL 2019): Preface to the proceedings

  • Shomir
  • Wilson
  • Sepideh
  • Ghanavati
  • Kambiz
  • Ghazinour
  • Norman
  • Sadeh
, 2019
, CEUR Workshop Proceedings

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

  • Jianbo
  • Ye
  • Jia
  • Li
  • Michelle G.
  • Newman
  • Reginald B.
  • Adams
  • James Z.
  • Wang
, 2019
, IEEE Transactions on Affective Computing
on p. 115-128

Simulating real-time Twitter data from historical datasets

  • Shane E.
  • Halse
  • Rob
  • Grace
  • Jess
  • Kropczynski
  • Andrea
  • Tapia
, 2019
, ISCRAM 2019 - Proceedings
on p. 780-787

Smell Pittsburgh: Community-empowered mobile smell reporting system

  • Yen Chia
  • Hsu
  • Michael
  • Tasota
  • Jennifer
  • Cross
  • Beatrice
  • Dias
  • Paul
  • Dille
  • Randy
  • Sargent
  • Ting Hao
  • Huang
  • Illah
  • Nourbakhsh
, 2019
on p. 65-79

Structure-Based Suggestive Exploration: A New Approach for Effective Exploration of Large Networks

  • Wei
  • Chen
  • Fangzhou
  • Guo
  • Dongming
  • Han
  • Jacheng
  • Pan
  • Xiaotao
  • Nie
  • Jiazhi
  • Xia
  • Xiaolong
  • Zhang
, 2019
, IEEE Transactions on Visualization and Computer Graphics
on p. 555-565

Top-N-Rank: A Scalable List-wise Ranking Method for Recommender Systems

  • Junjie
  • Liang
  • Jinlong
  • Hu
  • Shoubin
  • Dong
  • Vasant
  • Honavar
, 2019
, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018
on p. 1052-1058

Towards robust relational causal discovery

  • Sanghack
  • Lee
  • Vasant
  • Honavar
, 2019

Turning Points: Motivating Intergenerational Families to Engage on Sustainable Health Information Sharing

  • Jomara
  • Sandbulte
  • Jordan
  • Beck
  • Eun Kyoung
  • Choe
  • John
  • Carroll
, 2019
, Information in Contemporary Society - 14th International Conference, iConference 2019, Proceedings
on p. 741-753

Understanding behavioural conflict between the drivers and adaptive cruise control (ACC) system in cut-in scenario

  • Jing
  • Gong
  • Fang
  • You
  • Jian Min
  • Wang
  • Xiao Long
  • Zhang
, 2019
, CHIRA 2019 - Proceedings of the 3rd International Conference on Computer-Human Interaction Research and Applications
on p. 97-103

Withshare: A mobile application to support community coproduction activities

  • Jiawei
  • Chen
  • Benjamin V.
  • Hanrahan
  • John M.
  • Carroll
, 2019
, International Journal of Mobile Human Computer Interaction
on p. 40-61

Active learning of strict partial orders: A case study on concept prerequisite relations

  • Chen
  • Liang
  • Jianbo
  • Ye
  • Han
  • Zhao
  • Bart
  • Pursel
  • C. Lee
  • Giles
, 2019
, EDM 2019 - Proceedings of the 12th International Conference on Educational Data Mining
on p. 348-353

Adversarial training for community question answer selection based on multi-scale matching

  • Xiao
  • Yang
  • Madian
  • Khabsa
  • Miaosen
  • Wang
  • Wei
  • Wang
  • Ahmed Hassan
  • Awadallah
  • Daniel
  • Kifer
  • C.
  • Lee Giles
, 2019
on p. 395-402

Arcana: Enabling private posts on public microblog platforms

  • Anirudh
  • Narasimman
  • Qiaozhi
  • Wang
  • Fengjun
  • Li
  • Dongwon
  • Lee
  • Bo
  • Luo
, 2019
, ICT Systems Security and Privacy Protection - 34th IFIP TC 11 International Conference, SEC 2019, Proceedings
on p. 271-285

Armor plc: A platform for cyber security threats assessments for PLCs

  • Wenhui
  • Zhang
  • Yizheng
  • Jiao
  • Dazhong
  • Wu
  • Srivatsa
  • Srinivasa
  • Asmit
  • De
  • Swaroop
  • Ghosh
  • Peng
  • Liu
, 2019
, Procedia Manufacturing
on p. 270-278