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Research Output

  • 41 Conference contribution
  • 15 Article
  • 1 Entry for encyclopedia/dictionary
  • 1 Comment/Letter to the editor
2020

A Systematic Comparison of Search-Based Approaches for LDA Hyperparameter Tuning

Panichella, A., 2020, (Accepted/In press) In : Information and Software Technology.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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1 Downloads (Pure)

Automated Repair of Feature Interaction Failures in Automated Driving Systems

Abdessalem, R. B., Panichella, A., Nejati, S., Briand, L. & Stifter, T., 2020, The ACM SIGSOFT International Symposium on Software Testing and Analysis. Association for Computing Machinery (ACM), p. 88-100 13 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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9 Downloads (Pure)

Botsing, a Search-based Crash Reproduction Framework for Java

Derakhshanfar, P., Devroey, X., Panichella, A., Zaidman, A. E. & van Deursen, A., 31 Aug 2020, (Accepted/In press) 35th IEEE/ACM International Conference on Automated Software Engineering (ASE ’20), September 21–25, 2020, Virtual Event, Australia. ACM/IEEE, 5 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
9 Downloads (Pure)

Crash Reproduction Using Helper Objectives

Derakhshanfar, P., Devroey, X., Zaidman, A., van Deursen, A. & Panichella, A., 2020, GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Cancún, Mexico: ACM DL, p. 309-310 2 p. (GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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10 Downloads (Pure)

DeepTC-Enhancer: Improving the Readability of Automatically Generated Tests

Roy, D., Zhang, Z., Arnaoudova, V., Panichella, A., Panichella, S., Gonzalez, D. & Mirakhorli, M., 2020, (Accepted/In press) The 35th IEEE/ACM International Conference on Automated Software Engineering. IEEE / ACM

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
3 Downloads (Pure)

Generating Highly-structured Input Data by Combining Search-based Testing and Grammar-based Fuzzing

Olsthoorn, M. J. G., van Deursen, A. & Panichella, A., 2020, (Accepted/In press) The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020). ACM/IEEE

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
36 Downloads (Pure)

Good Things Come In Threes: Improving Search-based Crash Reproduction With Helper Objectives

Derakhshanfar, P., Devroey, X., Zaidman, A. E., van Deursen, A. & Panichella, A., 31 Aug 2020, (Accepted/In press) 35th IEEE/ACM International Conference on Automated Software Engineering (ASE ’20), September 21–25, 2020, Virtual Event, Australia. IEEE / ACM, 13 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
22 Downloads (Pure)

Oracle Issues in Machine Learning and Where to Find Them

Liem, C. C. S. & Panichella, A., 2020, Proceedings of the 8th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE). 7 p. (ICSEW' 20).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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86 Downloads (Pure)

Revisiting Test Smells in Automatically Generated Tests: Limitations, Pitfalls, and Opportunities

Panichella, A., Panichella, S., Fraser, G., Sawant, A. A. & Hellendoorn, V. J., Aug 2020, (Accepted/In press) 36th IEEE The International Conference on Software Maintenance and Evolution (ICSME 2020). IEEE

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
10 Downloads (Pure)

Testing with Fewer Resources: An Adaptive Approach to Performance-Aware Test Case Generation

Grano, G., Laaber, C., Panichella, A. & Panichella, S., 2020, In : IEEE Transactions on Software Engineering. p. 1-16 16 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)
2019

An Adaptive Evolutionary Algorithm based on Non-Euclidean Geometry for Many-objective Optimization

Panichella, A., 2019, GECCO '19 : Proceedings of The Genetic and Evolutionary Computation Conference. New york: Association for Computing Machinery (ACM), p. 595-603 9 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

13 Downloads (Pure)

A Systematic Comparison of Search Algorithms for Topic Modelling—A Study on Duplicate Bug Report Identification

Panichella, A., 1 Jan 2019, Search-Based Software Engineering - 11th International Symposium, SSBSE 2019, Proceedings. Nejati, S. & Gay, G. (eds.). Springer, p. 11-26 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11664 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
75 Downloads (Pure)

Automatic Generation of Tests to Exploit XML Injection Vulnerabilities in Web Applications

Jan, S., Panichella, A., Arcuri, A. & Briand, L., 2019, In : IEEE Transactions on Software Engineering. 45, 4, p. 335-362 27 p., 8125155.

Research output: Contribution to journalArticleScientificpeer-review

6 Citations (Scopus)

Beyond Unit-Testing in Search-based Test Case Generation: Challenges and Opportunities

Panichella, A., 2019, 2019 IEEE/ACM 12th International Workshop on Search-Based Software Testing (SBST). IEEE, p. 7-8 2 p. 8812175

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

File
112 Downloads (Pure)

Correction to: Search-based multi-vulnerability testing of XML injections in web applications (Empirical Software Engineering, (2019), 10.1007/s10664-019-09707-8)

Jan, S., Panichella, A., Arcuri, A. & Briand, L., 2019, In : Empirical Software Engineering. 24, 6, p. 3730-3730 1 p.

Research output: Contribution to journalComment/Letter to the editorScientific

Open Access
File
3 Downloads (Pure)

Developer Testing in The IDE: Patterns, Beliefs, And Behavior

Beller, M., Gousios, G., Panichella, A., Proksch, S., Amann, S. & Zaidman, A., 2019, In : IEEE Transactions on Software Engineering. 45, 3, p. 261-284 24 p., 8116886.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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7 Citations (Scopus)
116 Downloads (Pure)

Effective and Efficient API Misuse Detection via Exception Propagation and Search-Based Testing

Kechagia, M., Devroey, X., Panichella, A., Gousios, G. & van Deursen, A., 2019, ISSTA 2019 : Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis . Moller, A. & Zhang, D. (eds.). New York: Association for Computing Machinery (ACM), p. 192-203 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

File
375 Downloads (Pure)

EvoSuite at the SBST 2019 Tool Competition

Campos, J., Panichella, A. & Fraser, G., 2019, 2019 IEEE/ACM 12th International Workshop on Search-Based Software Testing (SBST). IEEE, p. 29-32 4 p. 8812194

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

On the Impact of Code Smells on the Energy Consumption of Mobile Applications

Palomba, F., Di Nucci, D., Panichella, A., Zaidman, A. & De Lucia, A., 2019, In : Information and Software Technology. 105, p. 43-55 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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17 Citations (Scopus)
1 Downloads (Pure)

Search-Based Crash Reproduction and Its Impact on Debugging

Soltani, M., Panichella, A. & van Deursen, A., 2019, In : IEEE Transactions on Software Engineering. p. 1-24 24 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
6 Citations (Scopus)
144 Downloads (Pure)

Search-based multi-vulnerability Testing of XML injections in web applications

Jan, S., Panichella, A., Arcuri, A. & Briand, L., 2019, In : Empirical Software Engineering. 24, 6, p. 3696-3729 34 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
3 Downloads (Pure)
2018

A Large Scale Empirical Comparison of State-of-the-art Search-based Test Case Generators

Panichella, A., Kifetew, F. M. & Tonella, P., 2018, In : Information and Software Technology. 104, p. 236-256 21 p.

Research output: Contribution to journalArticleScientificpeer-review

7 Citations (Scopus)

A Machine Learning-Driven Evolutionary Approach for Testing Web Application Firewalls

Appelt, D., Nguyen, C. D., Panichella, A. & Briand, L. G., 2018, In : IEEE Transactions on Reliability. 67, 3, p. 733-757 25 p.

Research output: Contribution to journalArticleScientificpeer-review

8 Citations (Scopus)

A Search-based Approach for Accurate Identification of Log Message Formats

Messaoudi, S., Panichella, A., Bianculli, D., Briand, L. & Sasnauskas, R., 2018, Proceedings of the 26th International Conference on Program Comprehension. New York, NY: ACM/IEEE, p. 167-177 11 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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16 Citations (Scopus)
42 Downloads (Pure)

A Systematic Literature Review of How Mutation Testing Supports Quality Assurance Processes

Zhu, Q., Panichella, A. & Zaidman, A., 2018, In : Software Testing, Verification and Reliability. 28, 6, p. 1-39 39 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
4 Citations (Scopus)
28 Downloads (Pure)

A Test Case Prioritization Genetic Algorithm guided by the Hypervolume Indicator

Di Nucci, D., Panichella, A., Zaidman, A. & De Lucia, A., 31 Aug 2018, In : IEEE Transactions on Software Engineering. PP, 99, p. 1-24 24 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
138 Downloads (Pure)

Automated Test Case Generation as a Many-Objective Optimisation Problem with Dynamic Selection of the Targets

Panichella, A., Kifetew, F. M. & Tonella, P., 1 Feb 2018, In : IEEE Transactions on Software Engineering. 44, 2, p. 122-158 17 p.

Research output: Contribution to journalArticleScientificpeer-review

55 Citations (Scopus)

Incremental Control Dependency Frontier Exploration for Many-Criteria Test Case Generation

Panichella, A., Kifetew, F. M. & Tonella, P., 3 Sep 2018, Search-Baed Software Engineering - 10th International Symposium, SSBSE 2018 - Proceedings. Colanzi, T. E. & McMinn, P. (eds.). Cham: Springer, p. 309-324 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11036 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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4 Citations (Scopus)
71 Downloads (Pure)

Java unit testing tool competition: Sixth round

Molina, U. R., Kifetew, F. & Panichella, A., 2018, SBST'18 : Proceedings of the 11th International Workshop on Search-Based Software Testing. Gorla, A. & Galeotti, J. P. (eds.). Piscataway, NY, USA: Association for Computing Machinery (ACM), p. 22-29 8 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

8 Citations (Scopus)

Search-Based Test Data Generation for SQL Queries

Castelein, J., Aniche, M., Soltani, M., Panichella, A. & van Deursen, A., 2018, Proceedings of the 40th International Conference on Software Engineering. p. 1220-1230 11 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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5 Citations (Scopus)
700 Downloads (Pure)

Single-objective versus Multi-Objectivized Optimization for Evolutionary Crash Reproduction

Soltani, M., Derakhshanfar, P., Panichella, A., Devroey, X., Zaidman, A. & van Deursen, A., Sep 2018, Search-Baed Software Engineering - 10th International Symposium, SSBSE 2018 - Proceedings. Colanzi, T. E. & McMinn, P. (eds.). Cham: Springer, p. 325-340 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11036 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
1 Citation (Scopus)
49 Downloads (Pure)

Testing Autonomous Cars for Feature Interaction Failures using Many-Objective Search

Abdessalem, R. B., Panichella, A., Nejati, S., Briand, L. C. & Stifter, T., 2018, Proceedings of the 33rd IEEE/ACM International Conference on Automated Software Engineering. New York, NY: Association for Computing Machinery (ACM), p. 143-154 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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12 Citations (Scopus)
424 Downloads (Pure)

The Scent of a Smell: An Extensive Comparison between Textual and Structural Smells

Palomba, F., Panichella, A., Zaidman, A., Oliveto, R. & De Lucia, A., 2018, In : IEEE Transactions on Software Engineering. 44, 10, p. 977-1000 24 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
13 Citations (Scopus)
43 Downloads (Pure)

The scent of a smell: an extensive comparison between textual and structural smells

Palomba, F., Panichella, A., Zaidman, A., Oliveto, R. & De Lucia, A., 2018, Proceedings of the 40th International Conference on Software Engineering (ICSE). ACM DL, p. 740 1 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
11 Downloads (Pure)
2017

A Guided Genetic Algorithm for Automated Crash Reproduction

Soltani, M., Panichella, A. & van Deursen, A., 2017, Proceedings of the 39th International Conference on Software Engineering (ICSE). Piscataway, NJ: IEEE, p. 209-220 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
19 Citations (Scopus)
217 Downloads (Pure)

Automatically Repairing Web Application Firewalls Based on Successful SQL Injection Attacks

Appelt, D., Panichella, A. & Briand, L., 16 Nov 2017, 2017 IEEE 28th International Symposium on Software Reliability Engineering (ISSRE). Piscataway, NJ: IEEE, p. 1-12 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeEntry for encyclopedia/dictionaryScientificpeer-review

10 Citations (Scopus)

Java unit testing tool competition - Fifth round

Panichella, A. & Molina, U. R., 3 Jul 2017, Proceedings - 2017 IEEE/ACM 10th International Workshop on Search-Based Software Testing, SBST 2017. Institute of Electrical and Electronics Engineers (IEEE), p. 32-38 7 p. 7967958

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

11 Citations (Scopus)

Lightweight Detection of Android-specific Code Smells: The aDoctor Project

Palomba, F., Di Nucci, D., Panichella, A., Zaidman, A. & De Lucia, A., 2017, Proceedings - 24th International Conference on Software Analysis, Evolution and Reengineering, SANER 2017. Pinzger, M., Bavota, G. & Marcus, A. (eds.). Piscataway, NJ: IEEE, p. 487-491 5 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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29 Citations (Scopus)
157 Downloads (Pure)

LIPS vs MOSA: A replicated empirical study on automated test case generation

Panichella, A., Kifetew, F. M. & Tonella, P., 1 Jan 2017, Search Based Software Engineering - 9th International Symposium, SSBSE 2017, Proceedings. Springer, Vol. 10452 LNCS. p. 83-98 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10452 LNCS).

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

5 Citations (Scopus)

PETrA: A Software-Based Tool for Estimating the Energy Profile of Android Applications

Di Nucci, D., Palomba, F., Prota, A., Panichella, A., Zaidman, A. & De Lucia, A., 2017, Proceedings - IEEE/ACM 39th International Conference on Software Engineering Companion, ICSE-C 2017. Los Alamitos, CA: IEEE, p. 3-6 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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16 Citations (Scopus)
35 Downloads (Pure)

Software-Based Energy Profiling of Android Apps: Simple, Efficient and Reliable?

Di Nucci, D., Palomba, F., Prota, A., Panichella, A., Zaidman, A. & De Lucia, A., 2017, Proceedings - 24th International Conference on Software Analysis, Evolution and Reengineering, SANER 2017. Pinzger, M., Bavota, G. & Marcus, A. (eds.). Piscataway, NJ: IEEE, p. 103-114 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
30 Citations (Scopus)
190 Downloads (Pure)

Speeding-Up Mutation Testing via Data Compression and State Infection

Zhu, Q., Panichella, A. & Zaidman, A., 13 Apr 2017, Proceedings - 10th IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2017. Institute of Electrical and Electronics Engineers (IEEE), p. 103-109 7 p. 7899042

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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5 Citations (Scopus)
34 Downloads (Pure)
2016

A search-based training algorithm for cost-aware defect prediction

Panichella, A., Alexandru, C. V., Panichella, S., Bacchelli, A. & Gall, H. C., 2016, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2016. New York, NY: Association for Computing Machinery (ACM), p. 1077-1084 8 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
8 Citations (Scopus)
43 Downloads (Pure)

A Textual-based Technique for Smell Detection

Palomba, F., Panichella, A., De Lucia, A., Oliveto, R. & Zaidman, A., May 2016, Proceedings of the 2016 IEEE 24th International Conference on Program Comprehension (ICPC). Danvers, MA: IEEE, p. 1-10 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

56 Citations (Scopus)

Automatic Test Case Generation: What If Test Code Quality Matters?

Palomba, F., Panichella, A., Zaidman, A. & Oliveto, R., Jul 2016, Proceedings of the 25th International Symposium on Software Testing and Analysis, ISSTA 2016. New York, NY: Association for Computing Machinery (ACM), p. 130-141 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
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24 Citations (Scopus)
97 Downloads (Pure)

Continuous Delivery Practices in a Large Financial Organization

Vassalo, C., Zampetti, F., Romano, D., Beller, M., Panichella, A., Di Penta, M. & Zaidman, A., Oct 2016, Proceedings - 2016 IEEE International Conference on Software Maintenance and Evolution, ICSME 2016. Los Alamitos, CA: IEEE, p. 519-528 10 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
26 Citations (Scopus)
110 Downloads (Pure)

Evolutionary testing for crash reproduction

Soltani, M., Panichella, A. & Van Deursen, A., 14 May 2016, Proceedings - 9th International Workshop on Search-Based Software Testing, SBST 2016. New York: Association for Computing Machinery (ACM), p. 1-4 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
3 Citations (Scopus)
26 Downloads (Pure)

How to catch 'em all: WatchDog, a family of IDE plug-ins to assess testing

Beller, M., Levaja, I., Panichella, A., Gousios, G. & Zaidman, A., 14 May 2016, Proceedings of the 3rd International Workshop on Software Engineering Research and Industrial Practice, SER and IP 2016. New York, NY: Association for Computing Machinery (ACM), p. 53-56 4 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

6 Citations (Scopus)
85 Downloads (Pure)

Parameterizing and Assembling IR-Based Solutions for SE Tasks Using Genetic Algorithms

Panichella, A., Dit, B., Oliveto, R., Di Penta, M., Poshyvanyk, D. & De Lucia, A., 23 May 2016, IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering. IEEE, p. 314-325 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access

The Impact of Test Case Summaries on Bug Fixing Performance: An Empirical Investigation

Panichella, S., Panichella, A., Beller, M., Zaidman, A. & Gall, H. C., 14 May 2016, Proceedings - 2016 IEEE/ACM 38th IEEE International Conference on Software Engineering Companion, ICSE 2016. IEEE, p. 547-558 12 p.

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

Open Access
File
42 Citations (Scopus)
22 Downloads (Pure)