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2020

A credit scoring model for smes based on social media data

Putra, S. G. P., Joshi, B., Redi, J. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Springer Open, p. 113-129 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 LNCS).

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

An Application of Model Seeding to Search-based Unit Test Generation for Gson

Olsthoorn, M., Derakhshanfar, P. & Devroey, X., Oct 2020, Search-Based Software Engineering - 12th International Symposium, SSBSE 2020. Aleti, A. & Panichella, A. (eds.). Springer, p. 239-245 (Lecture Notes in Computer Science; vol. 12420).

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

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Arewe consistent? the effects of digitized exams grading

Migut, G. & Wiersma, R., 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. Association for Computing Machinery (ACM), 1 p.

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

Attack resistant Leader Election in Social Overlay Networks by Leveraging Local Voting

Byrenheid, M., Strufe, T. & Roos, S., Jan 2020, 21st International Conference on Distributed Computing and Networking (ICDCN 2020). 10 p.

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

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21 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

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9 Downloads (Pure)

Beyond Analytics: The Evolution of Stream Processing Systems

Carbone, P., Fragkoulis, M., Kalavri, V. & Katsifodimos, A., 14 Jun 2020, SIGMOD 2020 - Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery (ACM), p. 2651-2658 8 p.

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

Botsing, a Search-based Crash Reproduction Framework for Java

Derakhshanfar, P., Devroey, X., Panichella, A., Zaidman, A. E. & van Deursen, A., Sep 2020, 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

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Commonality-Driven Unit Test Generation

Evers, B., Derakhshanfar, P., Devroey, X. & Zaidman, A., Oct 2020, Search-Based Software Engineering - 12th International Symposium, SSBSE 2020. Aleti, A. & Panichella, A. (eds.). Springer, 15 p. (Lecture Notes in Computer Science; vol. 12420).

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

Open Access
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Continuous sensing on intermittent power

Majid, A. Y., Schilder, P. & Langendoen, K., 2020, 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). O'Conner, L. (ed.). Piscataway: IEEE, p. 181-192 12 p. 9111002

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

Open Access
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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)

Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking

Penha, G. & Hauff, C., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020: Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham: Springer, p. 699-713 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 ).

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

Decentralized Combinatorial Auctions for Dynamic and Large-Scale Collaborative Vehicle Routing

Los, J., Schulte, F., Gansterer, M., Hartl, R. F., Spaan, M. T. J. & Negenborn, R. R., 2020, Computational Logistics - 11th International Conference, ICCL 2020, Proceedings. Lalla-Ruiz, E., Mes, M. & Voß, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 215-230 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12433 LNCS).

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

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

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Dependency Solving Is Still Hard, but We Are Getting Better at It

Abate, P., Di Cosmo, R., Gousios, G. & Zacchiroli, S., 2020, 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER): Proceedings. Kontogiannis, K., Khomh, F., Chatzigeorgiou, A., Fokaefs, M-E. & Zhou, M. (eds.). IEEE, p. 547-551 5 p. 9054837

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

Open Access
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12 Downloads (Pure)

Detecting, classifying, and mapping retail storefronts using street-level imagery

Sharifi Noorian, S., Qiu, S., Psyllidis, A., Bozzon, A. & Houben, G. J., 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 495-501 7 p.

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

Diagnosing BERT with Retrieval Heuristics

Câmara, A. & Hauff, C., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020: Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham: Springer, p. 605-618 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 ).

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

Domain-Based Fuzzing for Supervised Learning of Anomaly Detection in Cyber-Physical Systems

Wijaya, H., Aniche, M. & Mathur, A., 2020, (Accepted/In press) EEE/ACM 42nd International Conference on Software Engineering Workshops : The 1st International Workshop on Engineering and Cybersecurity of Critical Systems (EnCyCriS).

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

Open Access
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Dynamic Network Slicing for the Tactile Internet

Polachan, K., Turkovic, B., Prabhakar, T. V., Singh, C. & Kuipers, F., 2020, Proceedings - 2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems, ICCPS 2020. ACM DL, p. 129-140 12 p. 9096035. (Proceedings - 2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems, ICCPS 2020).

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

Open Access
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1 Citation (Scopus)
120 Downloads (Pure)

EdX log data analysis made easy: Introducing ELAT: An open-source, privacy-aware and browser-based edX log data analysis tool

Torre, M. V., Tan, E. & Hauff, C., 23 Mar 2020, LAK 2020 Conference Proceedings - Celebrating 10 years of LAK: Shaping the Future of the Field - 10th International Conference on Learning Analytics and Knowledge. Association for Computing Machinery (ACM), p. 502-511 10 p.

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

Efficient Power Sharing at the Edge by Building a Tangible Micro-Grid: The Texas Case

Kouvelas, N., Venkatesha Prasad, R. & Nambi, A. U., 2020, ICC 2020 - 2020 IEEE International Conference on Communications (ICC) : Proceedings. New York: IEEE, p. 1-6 6 p. 9148918

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

Ensuring Fairness in Group Recommendations by Rank-Sensitive Balancing of Relevance

Kaya, M., Bridge, D. & Tintarev, N., 2020, (Accepted/In press) Proceedings of the Fourteenth ACM Conference on Recommender Systems (RecSys’20). Association for Computer Machinery

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

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19 Downloads (Pure)

Evolution of the WebDSL runtime: Reliability engineering of the WebDSL web programming language

Groenewegen, D. M., Chastelet, E. V. & Visser, E., 2020, Programming 2020 - Conference Companion of the 4th International Conference on Art, Science, and Engineering of Programming. Aguiar, A., Chiba, S. & Boix, E. G. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 77-83 7 p. (ACM International Conference Proceeding Series).

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

Open Access
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1 Downloads (Pure)

Exploiting Color Sensors to Provide Optimal Lighting and Anonymous Tracking in Stores

Zhang, R., Zuñiga Zamalloa, M. A., Jelicic, V. & Siegel, M., 2020, 2020 17th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). Danvers: IEEE, p. 1-9 9 p. 9158438. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops).

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

Exploring users' learning gains within search sessions

Roy, N., Moraes, F. & Hauff, C., 2020, CHIIR 2020 - Proceedings of the 2020 Conference on Human Information Interaction and Retrieval. New York: Association for Computing Machinery (ACM), p. 432-436 5 p.

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

Extended abstract: Test them all, is it worth it? Assessing configuration sampling on the JHipster Web development stack

Halin, A., Nuttinck, A., Acher, M., Devroey, X., Perrouin, G. & Baudry, B., Oct 2020, Proceedings of the 24th ACM International Systems and Software Product Line Conference (SPLC '20). ACM DL, Vol. A. 1 p.

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

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2 Downloads (Pure)

Filtering Visible Light Reflections with a Single-Pixel Photodetector

Galisteo, A., Marcocci, P., Zuñiga, M., Mucchi, L., Guzman, B. G. & Giustiniano, D., 2020, 2020 17th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON). Danvers: IEEE, 9 p. 9158414

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

Generalized Optimistic Q-Learning with Provable Efficiency

Neustroev, G. & de Weerdt, M., May 2020, Proceedings of AAMAS'20. An, B., Yorke-Smith, N., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 913-921 9 p.

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

Open Access

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
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64 Downloads (Pure)

Generating Natural Language Explanations for Group Recommendations in High Divergence Scenarios

Najafian, S., 2020, Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020. p. 31-32 2 p.

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

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., Sep 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
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28 Downloads (Pure)

How to profit from payments channels

Ersoy, O., Roos, S. & Erkin, Z., Feb 2020, Proceedings of the 24th Financial Cryptography and Data Security, Kota Kinabalu, Sabah, Malaysia. 17 p.

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

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33 Downloads (Pure)

Hummingbird: Energy efficient GPS receiver for small satellites

Narayana, S., Prasad, R. V., Rao, V., Mottola, L. & Prabhakar, T. V., 16 Apr 2020, Proceedings of the 26th Annual International Conference on Mobile Computing and Networking, MobiCom 2020. Association for Computing Machinery (ACM), p. 110-122 13 p.

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

Improved Power Flow Methods for DC Grids

van der Blij, N. H., Chaifouroosh, D., Canizares, C. A., Soeiro, T. B., Ramirez Elizondo, L. M., Spaan, M. T. J. & Bauer, P., 2020, 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE): Proceedings. Piscataway: IEEE, p. 1135-1140 6 p. 9152570

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

Improving Worker Engagement Through Conversational Microtask Crowdsourcing

Qiu, S., Gadiraju, U. K. & Bozzon, A., 2020, CHI'20: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems.. New York, NY, USA: Association for Computing Machinery (ACM), p. 1-12 12 p. 276

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

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119 Downloads (Pure)

Interval Q-Learning: Balancing Deep and Wide Exploration

Neustroev, G., Ponnambalam, C., de Weerdt, M. & Spaan, M., 2020, Adaptive and Learning Agents Workshop. 7 p.

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

Open Access
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2 Downloads (Pure)

It is not Only About Control Dependent Nodes: Basic Block Coverage for Search-Based Crash Reproduction

Derakhshanfar, P., Devroey, X. & Zaidman, A., Oct 2020, Search-Based Software Engineering - 12th International Symposium, SSBSE 2020. Aleti, A. & Panichella, A. (eds.). Springer, 15 p. (Lecture Notes in Computer Science; vol. 12420).

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

Open Access
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6 Downloads (Pure)

Java Unit Testing Tool Competition - Eighth Round

Devroey, X., Panichella, S. & Gambi, A., May 2020, IEEE/ACM 42nd International Conference on Software Engineering Workshops (ICSE 2020). ACM DL, 4 p.

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

Open Access
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Just the right mood for HIT! Analyzing the role of worker moods in conversational microtask crowdsourcing

Qiu, S., Gadiraju, U. & Bozzon, A., 2020, Web Engineering - 20th International Conference, ICWE 2020, Proceedings. Bielikova, M., Mikkonen, T. & Pautasso, C. (eds.). Cham: Springer, p. 381-396 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12128 ).

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

Leveraging conditional linkage models in gray-box optimization with the real-valued gene-pool optimal mixing evolutionary algorithm

Bouter, A., Maree, S. C., Alderliesten, T. & Bosman, P. A. N., 2020, GECCO 2020 : Proceedings of the 2020 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery (ACM), p. 603-611 9 p.

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

Open Access
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LOCI: Privacy-aware, device-free, low-power localization of multiple persons using IR sensors

Narayana, S., Rao, V., Prasad, R. V., Kanthila, A. K., Managundi, K., Mottola, L. & Prabhakar, T. V., 2020, 2020 19th ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). O'Conner, L. (ed.). Piscataway: IEEE, p. 121-132 12 p. 9111059

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

LogChunks: A Data Set for Build Log Analysis

Brandt, C. E., Panichella, A., Zaidman, A. & Beller, M., 2020, 17th International Conference on Mining Software Repositories (MSR '20). 6 p.

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

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231 Downloads (Pure)

LoRaWAN Class B Multicast Scalability

Shiferaw, Y., Arora, A. & Kuipers, F., 2020, Proceedings of IFIP Networking 2020. IFIP, 5 p.

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

Open Access
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55 Downloads (Pure)

LOREM: Language-consistent Open Relation Extraction from Unstructured Text

Harting, T., Mesbah, S. & Lofi, C., 20 Apr 2020, Proceedings of the The Web Conference (WWW). Taipei, Taiwan, p. 1830-1838 9 p.

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

Open Access
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61 Downloads (Pure)

Machine learning for automatic construction of pediatric abdominal phantoms for radiation dose reconstruction

Virgolin, M., Wang, Z., Alderliesten, T. & Bosman, P. A. N., 2020, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications. Chen, P-H. & Deserno, T. M. (eds.). SPIE, Vol. 11318. 7 p. 1131815

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

Open Access
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22 Downloads (Pure)

Massively Parallel, Highly Efficient, but What about the Test Suite Quality? Applying Mutation Testing to GPU Programs

Zhu, Q. & Zaidman, A., 2020, Proceedings - 2020 IEEE 13th International Conference on Software Testing, Verification and Validation, ICST 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 209-219 11 p. 9159103. (Proceedings - 2020 IEEE 13th International Conference on Software Testing, Verification and Validation, ICST 2020).

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

Open Access
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2 Downloads (Pure)

Microtask crowdsourcing for music score Transcriptions: an experiment with error detection

Samiotis, I. P., Qiu, S., Mauri, A., Liem, C. C. S., Lofi, C. & Bozzon, A., 2020, (In preparation) Proceedings of the 21st International Society for Music Information Retrieval Conference. 7 p.

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

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Multi-purpose Syntax Definition with SDF3

de Souza Amorim, L. & Visser, E., 2020, Software Engineering and Formal Methods: 18th International Conference, SEFM 2020, Proceedings. de Boer, F. & Cerone, A. (eds.). Cham: Springer, p. 1-23 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12310 ).

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

Open Access
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2 Downloads (Pure)

OffSide: Learning to Identify Mistakes in Boundary Conditions

Arnar Briem, J., Smit, J., Sellik, H., Rapoport, P., Gousios, G. & Aniche, M., 2020, (Accepted/In press) IEEE/ACM 42nd International Conference on Software Engineering Workshops (ICSEW'20), May 23--29, 2020, Seoul, Republic of Korea: 2nd Workshop on Testing for Deep Learning and Deep Learning for Testing.

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

Open Access
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90 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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91 Downloads (Pure)

P4air: Increasing Fairness among Competing Congestion Control Algorithms

Turkovic, B. & Kuipers, F. A., 2020, (Accepted/In press) The 28th IEEE International Conference on Network Protocols (IEEE ICNP 2020). IEEE

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

Open Access
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83 Downloads (Pure)