H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 56 Citations 12,038 125 World Ranking 2092 National Ranking 1125

Research.com Recognitions

Awards & Achievements

2011 - ACM Senior Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Software
  • Programming language
  • Software engineering

His main research concerns Source code, Information retrieval, Software system, Data mining and Software. His Source code study integrates concerns from other disciplines, such as Software maintenance and Documentation. The study incorporates disciplines such as Object-oriented programming, Maintainability and Software metric in addition to Software maintenance.

Andrian Marcus has included themes like Software development, Natural language and Code in his Software system study. He interconnects Error detection and correction and Pattern matching in the investigation of issues within Data mining. His Software study combines topics from a wide range of disciplines, such as Machine learning and Artificial intelligence.

His most cited work include:

  • Recovering documentation-to-source-code traceability links using latent semantic indexing (553 citations)
  • An information retrieval approach to concept location in source code (419 citations)
  • Feature Location Using Probabilistic Ranking of Methods Based on Execution Scenarios and Information Retrieval (378 citations)

What are the main themes of his work throughout his whole career to date?

His scientific interests lie mostly in Source code, Software, Information retrieval, Software system and Software engineering. His biological study spans a wide range of topics, including Program comprehension, Software maintenance, Data mining and Documentation. The Software study combines topics in areas such as Traceability and Database.

His Information retrieval research is multidisciplinary, incorporating elements of Natural language and Code. His research integrates issues of World Wide Web and Software development in his study of Software system. Andrian Marcus works mostly in the field of Software engineering, limiting it down to topics relating to Software construction and, in certain cases, Software design.

He most often published in these fields:

  • Source code (37.23%)
  • Software (33.58%)
  • Information retrieval (29.93%)

What were the highlights of his more recent work (between 2016-2021)?

  • Software (33.58%)
  • Information retrieval (29.93%)
  • Software engineering (28.47%)

In recent papers he was focusing on the following fields of study:

Andrian Marcus mainly focuses on Software, Information retrieval, Software engineering, Code and Software system. Andrian Marcus has researched Software in several fields, including Android, Scenario testing and Human–computer interaction. His studies in Information retrieval integrate themes in fields like Natural language and Source code.

The concepts of his Source code study are interwoven with issues in Program comprehension, Readability, Identifier, Code refactoring and Rename. His Traceability study in the realm of Software engineering interacts with subjects such as Empirical research and Business process reengineering. His Software system research incorporates themes from Software bug, Query expansion, Data mining and Software development.

Between 2016 and 2021, his most popular works were:

  • On-demand Developer Documentation (57 citations)
  • Detecting missing information in bug descriptions (52 citations)
  • ARENA: An Approach for the Automated Generation of Release Notes (36 citations)

In his most recent research, the most cited papers focused on:

  • Software
  • Programming language
  • Artificial intelligence

Andrian Marcus spends much of his time researching Software, Information retrieval, Data mining, Software system and Code. His research investigates the connection with Software and areas like Documentation which intersect with concerns in Information needs and Knowledge management. His research ties Average recall and Information retrieval together.

His work carried out in the field of Data mining brings together such families of science as Query expansion and Traceability. The various areas that Andrian Marcus examines in his Software system study include Software bug and Software engineering. His Software documentation research is multidisciplinary, relying on both Internal documentation, World Wide Web and Source code.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Recovering documentation-to-source-code traceability links using latent semantic indexing

Andrian Marcus;Jonathan I. Maletic.
international conference on software engineering (2003)

963 Citations

An information retrieval approach to concept location in source code

A. Marcus;A. Sergeyev;V. Rajlich;J.I. Maletic.
working conference on reverse engineering (2004)

610 Citations

Feature Location Using Probabilistic Ranking of Methods Based on Execution Scenarios and Information Retrieval

D. Poshyvanyk;Y.-G. Gueheneuc;A. Marcus;G. Antoniol.
IEEE Transactions on Software Engineering (2007)

556 Citations

Identification of high-level concept clones in source code

A. Marcus;J.I. Maletic.
automated software engineering (2001)

382 Citations

Data Cleansing: Beyond Integrity Analysis 1

Jonathan I. Maletic;Andrian Marcus.
IQ (2000)

360 Citations

Using the Conceptual Cohesion of Classes for Fault Prediction in Object-Oriented Systems

A. Marcus;D. Poshyvanyk;R. Ferenc.
IEEE Transactions on Software Engineering (2008)

342 Citations

Automated severity assessment of software defect reports

T. Menzies;A. Marcus.
international conference on software maintenance (2008)

340 Citations

Supporting program comprehension using semantic and structural information

Jonathan I. Maletic;Andrian Marcus.
international conference on software engineering (2001)

315 Citations

Combining Formal Concept Analysis with Information Retrieval for Concept Location in Source Code

D. Poshyvanyk;A. Marcus.
international conference on program comprehension (2007)

312 Citations

3D representations for software visualization

Andrian Marcus;Louis Feng;Jonathan I. Maletic.
software visualization (2003)

279 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

If you think any of the details on this page are incorrect, let us know.

Contact us

Top Scientists Citing Andrian Marcus

David Lo

David Lo

Singapore Management University

Publications: 122

Denys Poshyvanyk

Denys Poshyvanyk

William & Mary

Publications: 87

Rocco Oliveto

Rocco Oliveto

University of Molise

Publications: 86

Xin Xia

Xin Xia

Monash University

Publications: 74

Andrea De Lucia

Andrea De Lucia

University of Salerno

Publications: 68

Gabriele Bavota

Gabriele Bavota

Universita della Svizzera Italiana

Publications: 56

Tim Menzies

Tim Menzies

North Carolina State University

Publications: 54

Jonathan I. Maletic

Jonathan I. Maletic

Kent State University

Publications: 48

Massimiliano Di Penta

Massimiliano Di Penta

University of Sannio

Publications: 47

Jane Cleland-Huang

Jane Cleland-Huang

University of Notre Dame

Publications: 45

Chanchal K. Roy

Chanchal K. Roy

University of Saskatchewan

Publications: 43

Yann-Gaël Guéhéneuc

Yann-Gaël Guéhéneuc

Concordia University

Publications: 41

Fabio Palomba

Fabio Palomba

University of Salerno

Publications: 40

Ahmed E. Hassan

Ahmed E. Hassan

Queen's University

Publications: 39

Michele Lanza

Michele Lanza

Universita della Svizzera Italiana

Publications: 39

Something went wrong. Please try again later.