Works Published in 2018

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Displaying works 141 - 160 of 275 in total

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2018 article

Simultaneous Measurement of Program Comprehension with fMRI and Eye Tracking: A Case Study

PROCEEDINGS OF THE 12TH ACM/IEEE INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING AND MEASUREMENT (ESEM 2018).

By: N. Peitek*, J. Siegmund*, C. Parnin n, S. Apel*, J. Hofmeister* & A. Brechmann*

co-author countries: Germany 🇩🇪 United States of America 🇺🇸
author keywords: program comprehension; functional magnetic resonance imaging; eye tracking
Source: Web Of Science
Added: June 24, 2019

2018 article

An Intelligent and Hybrid Weighted Fuzzy Time Series Model Based on Empirical Mode Decomposition for Financial Markets Forecasting

ADVANCES IN DATA MINING: APPLICATIONS AND THEORETICAL ASPECTS (ICDM 2018), Vol. 10933, pp. 104–118.

co-author countries: China 🇨🇳 United States of America 🇺🇸

Contributors: R. Yang n, J. He*, M. Xu n, H. Ni n, P. Jones n & N. Samatova*

author keywords: EMD; Weighted fuzzy time series; Human learning optimization algorithm; Financial markets forecasting
Sources: Web Of Science, ORCID
Added: June 17, 2019

2018 article

Machine Learning Approaches for Slum Detection Using Very High Resolution Satellite Images

2018 18TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), pp. 1397–1404.

co-author countries: United States of America 🇺🇸
author keywords: remote-sensing; image-classification; informal-settlements
Sources: Web Of Science, ORCID
Added: June 17, 2019

2018 conference paper

Application of neural-network models to labeling educational peer reviews

Proceedings of CSEDM 2018: Educational Data Mining in Computer Science Education Workshop. Presented at the CSEDM 2018, Buffalo, NY.

By: Z. Xiao, C. Rajasekar, F. Pramudianto, E. Gehringer, V. Chittoor & A. Medhekar

Event: CSEDM 2018 at Buffalo, NY on July 15, 2018

Sources: NC State University Libraries, ORCID
Added: June 8, 2019

2018 conference paper

A Data-Mining Approach to Detecting Plagiarism in Online Exams

Proceedings of EDM 2018: the 11th International Conference on Educational Data Mining, 504–507. http://educationaldatamining.org/files/conferences/EDM2018/EDM2018_Preface_TOC_Proceedings.pdf

By: S. Biswas, E. Gehringer, D. Gupta, S. Sahane & S. Sharma

Event: EDM 2018 at Buffalo, NY on July 15-18, 2018

Sources: NC State University Libraries, ORCID
Added: June 8, 2019

2018 conference paper

Exploring Data-driven Worked Examples for Block-based Programming

(2018, August 13).

Rui Zhi

author keywords: block-based programming environment; data-driven; worked examples; self-explanation
Source: ORCID
Added: May 19, 2019

2018 conference paper

Exploring Instructional Support Design in an Educational Game for K-12 Computing Education

Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 747–752.

By: R. Zhi n, N. Lytle n & T. Price n

co-author countries: United States of America 🇺🇸

Event: at New York, NY, USA

Source: ORCID
Added: May 19, 2019

2018 article

LEEM: Lean Elastic EM for Gaussian Mixture Model via Bounds-Based Filtering

2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), pp. 677–686.

By: S. Yang n & X. Shen n

co-author countries: United States of America 🇺🇸
author keywords: Gaussian Mixture Model; Acceleration; Expectation Maximization; Elastic EM
Sources: Web Of Science, ORCID
Added: May 6, 2019

2018 conference paper

Domain model and meta-language for peer review and assessment

Proceedings of the Western Decision Science Institute Annual Meeting. Presented at the Western Decision Science Institute Annual Meeting, Kauai, HI. http://wdsinet.org/Annual_Meetings/2018_Proceedings/papers/cr150.pdf

By: D. Babik, E. Gehringer, F. Pramudianto, D. Tinapple & Y. Song

Event: Western Decision Science Institute Annual Meeting at Kauai, HI

Sources: NC State University Libraries, ORCID
Added: April 21, 2019

2018 conference paper

Applications of Artificial Intelligence in Peer Assessment

Proceedings of the 2018 ASEE Annual Conference and Exposition. Presented at the 2018 ASEE Annual Conference and Exposition, Salt Lake City, UT. https://peer.asee.org/board-62-applications-of-artificial-intelligence-in-peer-assessment

By: E. Gehringer, F. Pramudianto, A. Medhekar, C. Rajasekar & Z. Xiao

Event: 2018 ASEE Annual Conference and Exposition at Salt Lake City, UT on June 25, 2018

Sources: NC State University Libraries, ORCID
Added: April 21, 2019

2018 article

Total Recall, Language Processing, and Software Engineering

PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON NLP FOR SOFTWARE ENGINEERING (NL4SE '18), pp. 10–13.

By: Z. Yu n & T. Menzies n

co-author countries: United States of America 🇺🇸
author keywords: Software engineering; active learning; natural language processing; information retrieval; total recall; literature review; vulnerabilities
Sources: Web Of Science, ORCID
Added: April 15, 2019

2018 article

The Web's Sixth Sense: A Study of Scripts Accessing Smartphone Sensors

PROCEEDINGS OF THE 2018 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY (CCS'18), pp. 1515–1532.

By: A. Das n, G. Acar*, N. Borisov* & A. Pradeep*

co-author countries: United States of America 🇺🇸
author keywords: Sensors; Mobile browser; On-line tracking; Fingerprinting
Source: Web Of Science
Added: April 9, 2019

2018 article

Mystique: Uncovering Information Leakage from Browser Extensions

PROCEEDINGS OF THE 2018 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY (CCS'18), pp. 1687–1700.

co-author countries: United States of America 🇺🇸
author keywords: Privacy; Browser Extensions; JavaScript; Taint Analysis; Information Flow
Source: Web Of Science
Added: April 9, 2019

2018 article

PShiter: Feedback-based Dynamic Power Shiting within HPC Jobs for Performance

HPDC '18: PROCEEDINGS OF THE 27TH INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING, pp. 106–117.

co-author countries: United States of America 🇺🇸
Source: Web Of Science
Added: April 2, 2019

2018 article

Desh: Deep Learning for System Health Prediction of Lead Times to Failure in HPC

HPDC '18: PROCEEDINGS OF THE 27TH INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING, pp. 40–51.

By: A. Das n, F. Mueller n, C. Siegel & A. Vishnu*

co-author countries: Canada 🇨🇦 United States of America 🇺🇸
author keywords: LSTM; Failure Prediction; Log Mining; HPC; Node Failures; Lead Times; Anomaly Detection; Deep Learning
Source: Web Of Science
Added: April 2, 2019

2018 article

Characterizing the Influence of Continuous Integration

PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 8–14.

By: A. Rahman n, A. Agrawal n, R. Krishna n & A. Sobran*

co-author countries: United States of America 🇺🇸
author keywords: Continuous Integration; DevOps; GitHub; Mining Software Repositories; Software Development Practice
Source: Web Of Science
Added: April 2, 2019

2018 article

Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach

Improving Learning & Reducing Time: A Constrained Action-Based Reinforcement Learning Approach. PROCEEDINGS OF THE 26TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'18), pp. 43–51.

co-author countries: United States of America 🇺🇸
author keywords: Constrained Reinforcement Learning; POMDP; Intelligent Tutoring System
Source: Web Of Science
Added: April 2, 2019

2018 article

Gaze-Enhanced Student Modeling for Game-based Learning

PROCEEDINGS OF THE 26TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (UMAP'18), pp. 63–72.

By: A. Emerson n, R. Sawyer n, R. Azevedo n & J. Lester n

co-author countries: United States of America 🇺🇸
author keywords: Student modeling; Gaze; Game-based learning
Source: Web Of Science
Added: April 2, 2019

2018 article

Is One Hyperparameter Optimizer Enough?

PROCEEDINGS OF THE 4TH ACM SIGSOFT INTERNATIONAL WORKSHOP ON SOFTWARE ANALYTICS (SWAN'18), pp. 19–25.

By: H. Tu n & V. Nair n

co-author countries: United States of America 🇺🇸
author keywords: Defect Prediction; SBSE; Hyperparameter Tuning
Source: Web Of Science
Added: April 2, 2019

2018 chapter

The Impact of Data Quantity and Source on the Quality of Data-Driven Hints for Programming

In Lecture Notes in Computer Science (pp. 476–490).

co-author countries: United States of America 🇺🇸
author keywords: Data-driven hints; Programming; Hint quality; Cold start
Sources: ORCID, Crossref
Added: March 25, 2019

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