Nazim H. Madhavji

Affiliations:
  • University of Western Ontario, Canada


According to our database1, Nazim H. Madhavji authored at least 123 papers between 1981 and 2023.

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Bibliography

2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text.
CoRR, 2023

A Hybrid Continual Learning Approach for Efficient Hierarchical Classification of IT Support Tickets in the Presence of Class Overlap.
Proceedings of the IEEE International Conference on Industrial Technology, 2023

MAGen: A Tool for Generating Microservice-Based Skeleton Applications.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

2022
A Comparison of SVM Against Pre-trained Language Models (PLMs) for Text Classification Tasks.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022

A Hybrid Machine Learning Model for Efficient Classification of IT Support Tickets in The Presence of Class Overlap.
Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

2021
Requirements engineering: Foundation for software quality (REFSQ2020).
Inf. Softw. Technol., 2021

Automatically Classifying Non-functional Requirements with Feature Extraction and Supervised Machine Learning Techniques: A Research Preview.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2021

2020
An Approach for Deriving, Analyzing, and Organizing Requirements Metrics and Related Information in Systems Projects.
Proceedings of the 15th International Conference on Evaluation of Novel Approaches to Software Engineering, 2020

Evaluating the effectiveness of static word embeddings on the classification of IT support tickets.
Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

Identifying external cross-references using natural language processing.
Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

2019
Towards a Meta-model for Requirements-Driven Information for Internal Stakeholders.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2019

A Validation Study of a Requirements Engineering Artefact Model for Big Data Software Development Projects.
Proceedings of the 14th International Conference on Software Technologies, 2019

Taming services for IBM cloud.
Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

QualiBD: A Tool for Modelling Quality Requirements for Big Data Applications.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Special Section on Conducting Empirical Studies in Industry.
Inf. Softw. Technol., 2018

State of Requirements Engineering Research in the Context of Big Data Applications.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2018

A Domain Model for Requirements-Driven Insight for Internal Stakeholders: A Proposal for an Exploratory Interactive Study.
Proceedings of the 7th IEEE International Workshop on Empirical Requirements Engineering, 2018

CASCON workshop on developing big data applications and services.
Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

2017
The Role of Big Data Analytics in Corporate Decision-making.
Proceedings of the 6th International Conference on Data Science, 2017

Cloud meets classroom: experience report on using IBM Bluemix in a software architectures course.
Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

Towards a big data requirements engineering artefact model in the context of big data software development projects: Poster extended abstract.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Towards a requirements engineering artefact model in the context of big data software development projects: Research in progress.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Deriving Metrics for Estimating the Effort Needed in Requirements Compliance Work.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2016

Understanding quality requirements in the context of big data systems.
Proceedings of the 2nd International Workshop on BIG Data Software Engineering, 2016

2015
Identifying Recurring Faulty Functions in Field Traces of a Large Industrial Software System.
IEEE Trans. Reliab., 2015

Impediments to Regulatory Compliance of Requirements in Contractual Systems Engineering Projects: A Case Study.
ACM Trans. Manag. Inf. Syst., 2015

3rd International Workshop on Conducting Empirical Studies in Industry (CESI 2015): Post-workshop Report.
ACM SIGSOFT Softw. Eng. Notes, 2015

Structuring diverse regulatory requirements for global product development.
Proceedings of the Eighth IEEE International Workshop on Requirements Engineering and Law, 2015

Towards a theory on the interaction between requirements engineering and systems architecting.
Proceedings of the 2015 IEEE Fifth International Workshop on Empirical Requirements Engineering, 2015

Towards an Emerging Theory for the Diagnosis of Faulty Functions in function-Call Traces.
Proceedings of the IEEE/ACM 4th SEMAT Workshop on a General Theory of Software Engineering, 2015

Big Picture of Big Data Software Engineering: With Example Research Challenges.
Proceedings of the 1st IEEE/ACM International Workshop on Big Data Software Engineering, 2015

3rd International Workshop on Conducting Empirical Studies in Industry (CESI 2015).
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Taming a Tiger: software engineering in the era of big data & continuous development.
Proceedings of 25th Annual International Conference on Computer Science and Software Engineering, 2015

2014
1st international workshop on conducting empirical studies in industry (CESI 2013): post-workshop report.
ACM SIGSOFT Softw. Eng. Notes, 2014

An empirical study on the use of mutant traces for diagnosis of faults in deployed systems.
J. Syst. Softw., 2014

2013
Maps of Lessons Learnt in Requirements Engineering: A Research Preview.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2013

Eros: an approach for ensuring regulatory compliance of process outcomes.
Proceedings of the Sixth International Workshop on Requirements Engineering and Law, 2013

1st international workshop on conducting empirical studies in industry (CESI 2013).
Proceedings of the 35th International Conference on Software Engineering, 2013

2012
Impediments to Requirements-Compliance.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2012

2011
Characteristics of multiple-component defects and architectural hotspots: a large system case study.
Empir. Softw. Eng., 2011

Request-implementation ratio as an indicator for requirements prioritisation imbalance.
Proceedings of the 5th International Workshop on Software Product Management, 2011

Towards a compliance meta-model for system requirements in contractual projects.
Proceedings of the Fourth International Workshop on Requirements Engineering and Law, 2011

Diagnosing new faults using mutants and prior faults.
Proceedings of the 33rd International Conference on Software Engineering, 2011

2010
A towards an extended relational algebra for software architecture.
ACM SIGSOFT Softw. Eng. Notes, 2010

A controlled experiment to assess the impact of system architectures on new system requirements.
Requir. Eng., 2010

An exploratory study of architectural effects on requirements decisions.
J. Syst. Softw., 2010

Requirements and Systems Architecture Interaction in a Prototypical Project: Emerging Results.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2010

Requirements Engineering Decisions in the Context of an Existing Architecture: A Case Study of a Prototypical Project.
Proceedings of the RE 2010, 18th IEEE International Requirements Engineering Conference, Sydney, New South Wales, Australia, September 27, 2010

F007: finding rediscovered faults from the field using function-level failed traces of software in the field.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

Techniques for Merging Views of Software Processes.
Proceedings of the Graph Transformations and Model-Driven Engineering, 2010

2009
Report on the working conference on requirements engineering: foundation for software quality (REFSQ'09).
ACM SIGSOFT Softw. Eng. Notes, 2009

Does Requirements Clustering Lead to Modular Design?.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2009

Characteristics of New Requirements in the Presence or Absence of an Existing System Architecture.
Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

Analysis of pervasive multiple-component defects in a large software system.
Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

How do system architectures affect software requirements?
Proceedings of the 31st International Conference on Software Engineering, 2009

The impact of non-technical factors on Software Architecture.
Proceedings of the 2009 ICSE Workshop on Leadership and Management in Software Architecture, 2009

Applying agile practices to drive continuous improvement: a measured approach.
Proceedings of the 2009 conference of the Centre for Advanced Studies on Collaborative Research, 2009

2008
Software architecting without requirements knowledge and experience: What are the repercussions?
J. Syst. Softw., 2008

Architecting-problems rooted in requirements.
Inf. Softw. Technol., 2008

Architectural Effects on Requirements Decisions: An Exploratory Study.
Proceedings of the Seventh Working IEEE / IFIP Conference on Software Architecture (WICSA 2008), 2008

Discovering the Fault Origin from Field Traces.
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008

SIFT: a scalable iterative-unfolding technique for filtering execution traces.
Proceedings of the 2008 conference of the Centre for Advanced Studies on Collaborative Research, 2008

2007
The Architecture-Requirements Interaction.
Proceedings of the Sixth Working IEEE / IFIP Conference on Software Architecture (WICSA 2007), 2007

The Impact of Requirements Knowledge and Experience on Software Architecting: An Empirical Study.
Proceedings of the Sixth Working IEEE / IFIP Conference on Software Architecture (WICSA 2007), 2007

An Approach to Requirements Encapsulation with Clustering.
Proceedings of the Anais do WER07, 2007

An iterative, multi-level, and scalable approach to comparing execution traces.
Proceedings of the 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2007

2006
Maximum profit mining and its application in software development.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

ESDM - A Method for Developing Evolutionary Scenarios for Analysing the Impact of Historical Changes on Architectural Elements.
Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM 2006), 2006

2005
ACCA: An Architecture-Centric Concern Analysis Method.
Proceedings of the Fifth Working IEEE / IFIP Conference on Software Architecture (WICSA 2005), 2005

Modelling Assumptions and Requirements in the Context of Project Risk.
Proceedings of the 13th IEEE International Conference on Requirements Engineering (RE 2005), 29 August, 2005

Predicting Software Escalations with Maximum ROI.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2003
Policy-guided Software Evolution.
Proceedings of the 19th International Conference on Software Maintenance (ICSM 2003), 2003

2002
The Impact of Environmental Evolution on Requirements Changes.
Proceedings of the 18th International Conference on Software Maintenance (ICSM 2002), 2002

Panel Introduction.
Proceedings of the 18th International Conference on Software Maintenance (ICSM 2002), 2002

2001
Software Cost Estimation with Incomplete Data.
IEEE Trans. Software Eng., 2001

View-based process elicitation: a user's perspective.
Softw. Process. Improv. Pract., 2001

2000
Critical Factors Affecting Personal Software Processes.
IEEE Softw., 2000

View-Based vs Traditional Modeling Approaches: Which Is Better?
Proceedings of the Software Process Technology, 7th European Workshop, 2000

1997
The Impact of Environment Evolution on Requirements Changes.
Proceedings of the 3rd IEEE International Symposium on Requirements Engineering (RE'97), 1997

Causal Analysis of the Requirements Change Process for a Large System.
Proceedings of the 1997 International Conference on Software Maintenance (ICSM '97), 1997

1996
Centre de Recherche Informatique de Montreal.
Softw. Process. Improv. Pract., June, 1996

Does Organizational Maturity Improve Quality?
IEEE Softw., 1996

The Impact of Tools on Software Productivity.
IEEE Softw., 1996

User Participation in the Requirements Engineering Process: An Empirical Study.
Requir. Eng., 1996

An instrument for measuring the success of the requirements engineering process in information systems development.
Empir. Softw. Eng., 1996

The role of a software process generaliser in managing a line of products.
Proceedings of the 10th International Software Process Workshop, 1996

A Systematic, View-Based Approach to Eliciting Process Models.
Proceedings of the Software Process Technology, 5th European Workshop, 1996

Human-Oriented Improvement in the Software Process.
Proceedings of the Software Process Technology, 5th European Workshop, 1996

Estimating the Effort of Implementing ISO 9001 in Software Organizations.
Proceedings of the Software Process Technology, 5th European Workshop, 1996

A System for Evaluating the Congruence of Software Process Models.
Proceedings of the 1996 Australian Software Engineering Conference (ASWEC '96), 1996

1995
Measuring the success of requirements engineering processes.
Proceedings of the Second IEEE International Symposium on Requirements Engineering, March 27, 1995

A field study of requirements engineering practices in information systems development.
Proceedings of the Second IEEE International Symposium on Requirements Engineering, March 27, 1995

Customising Software Process Models.
Proceedings of the Software Process Technology, 4th European Workshop, 1995

Application Experiments.
Proceedings of the Software Process Technology, 4th European Workshop, 1995

1994
Emerging Technologies that Support a Software Process Life Cycle.
IBM Syst. J., 1994

Personal "progress functions" in the software process.
Proceedings of the Ninth International Software Process Workshop (ISPW '94), 1994

Eliciting formal models of software engineering processes.
Proceedings of the 1994 Conference of the Centre for Advanced Studies on Collaborative Research, October 31, 1994

1993
Empirically Driven Improvement of Generic Process Models.
Proceedings of the State of the Practice in Process Technology, 1993

A Comprehensive Process Model for Studying Software Process Papers.
Proceedings of the 15th International Conference on Software Engineering, 1993

An empirical evaluation of the G/Q/M method.
Proceedings of the 1993 Conference of the Centre for Advanced Studies on Collaborative Research, 1993

1992
Environment Evolution: The Prism Model of Changes.
IEEE Trans. Software Eng., 1992

A reverse engineering environment based on spatial and visual software interconnection models.
Proceedings of the 5th ACM SIGSOFT Symposium on Software Development Environments, 1992

A framework for process maintenance [software].
Proceedings of the Conference on Software Maintenance, 1992

A Comprehensive Process Model for Discussing and Recording Scientific Papers.
Proceedings of the Software Process Technology, Second European Workshop, 1992

Quantitative Measurements based on Process and Context Models.
Proceedings of the Experimental Software Engineering Issues: Critical Assessment and Future Directions, 1992

1991
Prism-Methodology and Process-Oriented Environment.
IEEE Trans. Software Eng., 1991

The process cycle [software engineering].
Softw. Eng. J., 1991

Communications and iterations in the process cycle.
Proceedings of the Seventh International Software Process Workshop (ISPW '91), 1991

The Prism Model of Changes.
Proceedings of the 13th International Conference on Software Engineering, 1991

The IBM-McGill project on software process.
Proceedings of the 1991 Conference of the Centre for Advanced Studies on Collaborative Research, 1991

1990
Abstract Relational Specifications.
Proceedings of the Programming concepts and methods: Proceedings of the IFIP Working Group 2.2, 1990

Prism = Methodology + Process-oriented Environment.
Proceedings of the 12th International Conference on Software Engineering, 1990

1989
Semi-structured cursor movements in MUPE-2.
Softw. Eng. J., 1989

1988
Fragtypes: A Basis for Programming Environments.
IEEE Trans. Software Eng., 1988

Adapting modules to an integrated programming environment.
Proceedings of the 1988 Internation Conference on Computer Languages, 1988

Relation Level Semantics.
Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1988

1986
Modula-2/MUPE-2: Language and Environment Interactions.
IEEE Softw., 1986

1985
Software Construction Using Typed Fragments.
Proceedings of the Mathematical Foundations of Software Development, 1985

A dynamically self-adjusting structured editor.
Proceedings of the 1985 ACM SIGSMALL symposium on Small systems, 1985

Operations for Programming in the All.
Proceedings of the Proceedings, 1985

1984
Visibility Aspects of Programmed Dyamic Data Structures.
Commun. ACM, 1984

1982
Cray Pascal.
Proceedings of the SIGPLAN '82 Symposium on Compiler Construction, 1982

1981
Dynamically Structured Data.
Softw. Pract. Exp., 1981


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