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1

Software Engineering’s Top Topics, Trends, and Researchers

Mathew, George, Menzies, Tim

Journal:

Year:

2018

Language:

english

File:

PDF, 2.66 MB

english, 2018

2

[IEEE 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) - Vienna, Austria (2018.7.2-2018.7.6)] 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) - Arrow: Low-Level Augmented Bayesian Optimization for Finding the Best Cloud VM

Hsu, Chin-Jung, Nair, Vivek, Freeh, Vincent W., Menzies, Tim

Year:

2018

Language:

english

File:

PDF, 869 KB

english, 2018

3

The AI Effect: Working at the Intersection of AI and SE

Carleton, Anita D., Harper, Erin, Menzies, Tim, Xie, Tao, Eldh, Sigrid, Lyu, Michael R.

Journal:

Year:

2020

File:

PDF, 1.90 MB

2020

4

Sharing experiments using open-source software

Adam Nelson, Tim Menzies, Gregory Gay

Journal:

Software: Practice and Experience

Year:

2011

Language:

english

File:

PDF, 1.68 MB

english, 2011

5

On the Value of Ensemble Effort Estimation

Kocaguneli, Ekrem, Menzies, Tim, Keung, Jacky W.

Journal:

IEEE Transactions on Software Engineering

Year:

2012

Language:

english

File:

PDF, 1.52 MB

english, 2012

6

Learning Project Management Decisions: A Case Study with Case-Based Reasoning versus Data Farming

Menzies, Tim, Brady, Adam, Keung, Jacky, Hihn, Jairus, Williams, Steven, El-Rawas, Oussama, Green, Phillip, Boehm, Barry

Journal:

IEEE Transactions on Software Engineering

Year:

2013

Language:

english

File:

PDF, 2.45 MB

english, 2013

7

[IEEE 2009 24th IEEE/ACM International Conference on Automated Software Engineering (ASE) - Auckland, New Zealand (2009.11.16-2009.11.20)] 2009 IEEE/ACM International Conference on Automated Software Engineering - Applications of Simulation and AI Search: Assessing the Relative Merits of Agile vs Traditional Software Development

Lemon, Bryan, Riesbeck, Aaron, Menzies, Tim, Price, Justin, D'Alessandro, Joseph, Carlsson, Rikard, Prifiti, Tomi, Peters, Fayola, Lu, Hiuhua, Port, Dan

Year:

2009

Language:

english

File:

PDF, 442 KB

english, 2009

8

The Unreasonable Effectiveness of Software Analytics

Journal:

Year:

2018

Language:

english

File:

PDF, 544 KB

english, 2018

9

FAST2: An intelligent assistant for finding relevant papers

Yu, Zhe, Menzies, Tim

Journal:

Expert Systems with Applications

Year:

2019

Language:

english

File:

PDF, 1.47 MB

english, 2019

10

Expert Perspectives on AI

Carleton, Anita D., Harper, Erin, Lyu, Michael R., Eldh, Sigrid, Xie, Tao, Menzies, Tim

Journal:

Year:

2020

File:

PDF, 376 KB

2020

11

Editorial: model-based requirements engineering

Journal:

Requirements Engineering

Year:

2003

Language:

english

File:

PDF, 130 KB

english, 2003

12

Learning better IV&V practices

Tim Menzies, Markland Benson, Ken Costello, Christina Moats, Melissa Northey, Julian Richardson

Journal:

Innovations in Systems and Software Engineering

Year:

2008

Language:

english

File:

PDF, 1.14 MB

english, 2008

13

Desert Island Column

Journal:

Automated Software Engineering

Year:

1999

Language:

english

File:

PDF, 24 KB

english, 1999

14

Applications of abduction: hypothesis testing of neuroendocrinological qualitative compartmental models

Tim Menzies, Paul Compton

Journal:

Artificial Intelligence in Medicine

Year:

1997

Language:

english

File:

PDF, 707 KB

english, 1997

15

Transfer learning in effort estimation

Kocaguneli, Ekrem, Menzies, Tim, Mendes, Emilia

Journal:

Empirical Software Engineering

Year:

2015

Language:

english

File:

PDF, 1.42 MB

english, 2015

16

Sharing Data and Models in Software Engineering || Effort Estimation

Year:

2015

Language:

english

File:

PDF, 50 KB

english, 2015

17

Report from the first international workshop on realizing artificial intelligence synergies in software engineering (RAISE 2012)

Harrison, Rachel, da Cruz, Daniela, Henriques, Pedro, Pereira, Maria João Varanda, Liu, Shih-Hsi, Menzies, Tim, Mernik, Marjan, Rodriguez, Daniel

Journal:

ACM SIGSOFT Software Engineering Notes

Year:

2012

Language:

english

File:

PDF, 103 KB

english, 2012

18

Negative results for software effort estimation

Menzies, Tim, Yang, Ye, Mathew, George, Boehm, Barry, Hihn, Jairus

Journal:

Empirical Software Engineering

Year:

2016

Language:

english

File:

PDF, 2.24 MB

english, 2016

19

Influence of soil characteristics on teak ( Tectona grandis L. f.) establishment and early growth in tropical Northern Australia

Wehr, J. Bernhard, Smith, Tim E., Menzies, Neal W.

Journal:

Journal of Forest Research

Year:

2017

Language:

english

File:

PDF, 980 KB

english, 2017

20

[Lecture Notes in Computer Science] Search Based Software Engineering Volume 10452 || An Empirical Evaluation of Evolutionary Algorithms for Test Suite Generation

Menzies, Tim, Petke, Justyna

Year:

2017

Language:

english

File:

PDF, 466 KB

english, 2017

21

[Lecture Notes in Computer Science] Search Based Software Engineering Volume 10452 || Search Based Path and Input Data Generation for Web Application Testing

Menzies, Tim, Petke, Justyna

Year:

2017

Language:

english

File:

PDF, 757 KB

english, 2017

22

"Sampling" as a Baseline Optimizer for Search-based Software Engineering

Chen, Jianfeng, Nair, Vivek, Krishna, Rahul, Menzies, Tim

Journal:

IEEE Transactions on Software Engineering

Year:

2018

Language:

english

File:

PDF, 913 KB

english, 2018

23

Actionable Analytics for Software Engineering

Yang, Ye, Falessi, Davide, Menzies, Tim, Hihn, Jairus

Journal:

Year:

2018

Language:

english

File:

PDF, 1.24 MB

english, 2018

24

What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering)

Agrawal, Amritanshu, Fu, Wei, Menzies, Tim

Journal:

Information and Software Technology

Year:

2018

Language:

english

File:

PDF, 3.39 MB

english, 2018

25

Software Analytics: Whats Next?

Menzies, Tim, Zimmermann, Thomas

Journal:

Year:

2018

Language:

english

File:

PDF, 1013 KB

english, 2018

26

[IEEE 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) - Montreal, QC, Canada (2019.5.25-2019.5.31)] 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) - iSENSE: Completion-Aware Crowdtesting Management

Wang, Junjie, Yang, Ye, Krishna, Rahul, Menzies, Tim, Wang, Qing

Year:

2019

Language:

english

File:

PDF, 370 KB

english, 2019

27

Improving Vulnerability Inspection Efficiency Using Active Learning

Yu, Zhe, Theisen, Christopher, Williams, Laurie, Menzies, Tim

Journal:

IEEE Transactions on Software Engineering

Year:

2019

Language:

english

File:

PDF, 5.99 MB

english, 2019

28

[IEEE 2019 IEEE/ACM 27th International Conference on Program Comprehension (ICPC) - Montreal, QC, Canada (2019.5.25-2019.5.26)] 2019 IEEE/ACM 27th International Conference on Program Comprehension (ICPC) - Replication Can Improve Prior Results: A GitHub Study of Pull Request Acceptance

Chen, Di, Stolee, Kathyrn T., Menzies, Tim

Year:

2019

Language:

english

File:

PDF, 2.89 MB

english, 2019

29

The Five Laws of SE for AI

Journal:

Year:

2020

File:

PDF, 519 KB

2020

30

Tobacco smoking and somatic mutations in human bronchial epithelium

Yoshida, Kenichi, Gowers, Kate H. C., Lee-Six, Henry, Chandrasekharan, Deepak P., Coorens, Tim, Maughan, Elizabeth F., Beal, Kathryn, Menzies, Andrew, Millar, Fraser R., Anderson, Elizabeth, Clarke, S

Journal:

Year:

2020

Language:

english

File:

PDF, 6.72 MB

english, 2020

31

[IEEE 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) - Montreal, QC, Canada (2019.5.25-2019.5.31)] 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) - Take Control : (On the Unreasonable Effectiveness of Software Analytics)

Year:

2019

Language:

english

File:

PDF, 2.99 MB

english, 2019

32

Better software analytics via âDUOâ: Data mining algorithms using/used-by optimizers

Agrawal, Amritanshu, Menzies, Tim, Minku, Leandro L., Wagner, Markus, Yu, Zhe

Journal:

Empirical Software Engineering

Year:

2020

File:

PDF, 1.92 MB

2020

33

Better Data Labelling with EMBLEM (and how that Impacts Defect Prediction)

Tu, Huy, Yu, Zhe, Menzies, Tim

Journal:

IEEE Transactions on Software Engineering

Year:

2020

File:

PDF, 1.64 MB

2020

34

Object-oriented patterns: lessons from expert systems

Journal:

Software: Practice and Experience

Year:

1997

Language:

english

File:

PDF, 145 KB

english, 1997

35

Applications of abduction: knowledge-level modelling

Journal:

International Journal of Human-Computer Studies

Year:

1996

Language:

english

File:

PDF, 498 KB

english, 1996

36

Editorial: the challenge of situated cognition for symbolic knowledge-based systems

TIM MENZIES, WILLIAM J. CLANCEY

Journal:

International Journal of Human-Computer Studies

Year:

1998

Language:

english

File:

PDF, 139 KB

english, 1998

37

Towards situated knowledge acquisition

Journal:

International Journal of Human-Computer Studies

Year:

1998

Language:

english

File:

PDF, 373 KB

english, 1998

38

Critical success metrics: evaluation at the business level

Journal:

International Journal of Human-Computer Studies

Year:

1999

Language:

english

File:

PDF, 175 KB

english, 1999

39

Editorial: Evaluating knowledge engineering techniques

TIM MENZIES, FRANK VAN HARMELEN

Journal:

International Journal of Human-Computer Studies

Year:

1999

Language:

english

File:

PDF, 184 KB

english, 1999

40

Practical considerations in deploying statistical methods for defect prediction: A case study within the Turkish telecommunications industry

Ayşe Tosun, Ayşe Bener, Burak Turhan, Tim Menzies

Journal:

Information and Software Technology

Year:

2010

Language:

english

File:

PDF, 760 KB

english, 2010

41

Simulations for very early lifecycle quality evaluations

Eliza Chiang, Tim Menzies

Journal:

Software Process: Improvement and Practice

Year:

2002

Language:

english

File:

PDF, 462 KB

english, 2002

42

Accurate estimates without local data?

Tim Menzies, Steve Williams, Oussama Elrawas, Daniel Baker, Barry Boehm, Jairus Hihn, Karen Lum, Ray Madachy

Journal:

Software Process: Improvement and Practice

Year:

2009

Language:

english

File:

PDF, 231 KB

english, 2009

43

Just enough learning (of association rules): the TAR2 “Treatment” learner

Tim Menzies, Ying Hu

Journal:

Artificial Intelligence Review

Year:

2006

Language:

english

File:

PDF, 1.07 MB

english, 2006

44

Finding robust solutions in requirements models

Gregory Gay, Tim Menzies, Omid Jalali, Gregory Mundy, Beau Gilkerson, Martin Feather, James Kiper

Journal:

Automated Software Engineering

Year:

2010

Language:

english

File:

PDF, 2.27 MB

english, 2010

45

Defect prediction from static code features: current

Tim Menzies, Zach Milton, Burak Turhan, Bojan Cukic, Yue Jiang, Ayşe Bener

Journal:

Automated Software Engineering

Year:

2010

Language:

english

File:

PDF, 998 KB

english, 2010

46

Automatically finding the control variables for complex system behavior

Gregory Gay, Tim Menzies, Misty Davies, Karen Gundy-Burlet

Journal:

Automated Software Engineering

Year:

2010

Language:

english

File:

PDF, 753 KB

english, 2010

47

Guest editorial: learning to organize testing

Ayse Bener, Tim Menzies

Journal:

Automated Software Engineering

Year:

2012

Language:

english

File:

PDF, 188 KB

english, 2012

48

Stable rankings for different effort models

Tim Menzies, Omid Jalali, Jairus Hihn, Dan Baker, Karen Lum

Journal:

Automated Software Engineering

Year:

2010

Language:

english

File:

PDF, 628 KB

english, 2010

49

Special issue on information retrieval for program comprehension

Letha Etzkorn, Tim Menzies

Journal:

Empirical Software Engineering

Year:

2009

Language:

english

File:

PDF, 85 KB

english, 2009

50

Editorial, special issue, repeatable experiments in software engineering

Journal:

Empirical Software Engineering

Year:

2008

Language:

english

File:

PDF, 149 KB

english, 2008