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Wehrheim, “Testing Monotonicity of Machine Learning Models,” CoRR, vol. abs/2002.12278, 2020."},"user_id":"29719","title":"Testing Monotonicity of Machine Learning Models","status":"public","date_created":"2020-11-04T08:48:04Z","volume":"abs/2002.12278","author":[{"id":"67200","last_name":"Sharma","full_name":"Sharma, Arnab","first_name":"Arnab"},{"last_name":"Wehrheim","id":"573","first_name":"Heike","full_name":"Wehrheim, Heike"}],"publication":"CoRR","department":[{"_id":"77"}]},{"volume":6,"date_created":"2021-01-19T10:25:27Z","status":"public","department":[{"_id":"77"}],"publication":"Dagstuhl Artifacts Ser.","author":[{"last_name":"Dalvandi","full_name":"Dalvandi, Sadegh","first_name":"Sadegh"},{"last_name":"Doherty","full_name":"Doherty, Simon","first_name":"Simon"},{"first_name":"Brijesh","full_name":"Dongol, Brijesh","last_name":"Dongol"},{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"title":"Owicki-Gries Reasoning for C11 RAR (Artifact)","user_id":"29719","page":"15:1-15:2","year":"2020","type":"journal_article","citation":{"mla":"Dalvandi, Sadegh, et al. “Owicki-Gries Reasoning for C11 RAR (Artifact).” Dagstuhl Artifacts Ser., vol. 6, no. 2, 2020, pp. 15:1-15:2, doi:10.4230/DARTS.6.2.15.","bibtex":"@article{Dalvandi_Doherty_Dongol_Wehrheim_2020, title={Owicki-Gries Reasoning for C11 RAR (Artifact)}, volume={6}, DOI={10.4230/DARTS.6.2.15}, number={2}, journal={Dagstuhl Artifacts Ser.}, author={Dalvandi, Sadegh and Doherty, Simon and Dongol, Brijesh and Wehrheim, Heike}, year={2020}, pages={15:1-15:2} }","chicago":"Dalvandi, Sadegh, Simon Doherty, Brijesh Dongol, and Heike Wehrheim. “Owicki-Gries Reasoning for C11 RAR (Artifact).” Dagstuhl Artifacts Ser. 6, no. 2 (2020): 15:1-15:2. https://doi.org/10.4230/DARTS.6.2.15.","apa":"Dalvandi, S., Doherty, S., Dongol, B., & Wehrheim, H. 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In 35th {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2020, Melbourne, Australia, September 21-25, 2020 (pp. 1016–1028). {IEEE}.","bibtex":"@inproceedings{Richter_Wehrheim_2020, title={Attend and Represent: A Novel View on Algorithm Selection for Software Verification}, booktitle={35th {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2020, Melbourne, Australia, September 21-25, 2020}, publisher={{IEEE}}, author={Richter, Cedric and Wehrheim, Heike}, year={2020}, pages={1016–1028} }","mla":"Richter, Cedric, and Heike Wehrheim. “Attend and Represent: A Novel View on Algorithm Selection for Software Verification.” 35th {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2020, Melbourne, Australia, September 21-25, 2020, {IEEE}, 2020, pp. 1016–28.","short":"C. Richter, H. Wehrheim, in: 35th {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2020, Melbourne, Australia, September 21-25, 2020, {IEEE}, 2020, pp. 1016–1028.","ieee":"C. Richter and H. Wehrheim, “Attend and Represent: A Novel View on Algorithm Selection for Software Verification,” in 35th {IEEE/ACM} International Conference on Automated Software Engineering, {ASE} 2020, Melbourne, Australia, September 21-25, 2020, 2020, pp. 1016–1028."},"year":"2020","type":"conference","page":"1016-1028"},{"language":[{"iso":"eng"}],"year":"2020","citation":{"chicago":"Ahrendt, Wolfgang, and Heike Wehrheim, eds. Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [Postponed]. Vol. 12165. Lecture Notes in Computer Science. Springer, 2020. https://doi.org/10.1007/978-3-030-50995-8.","ama":"Ahrendt W, Wehrheim H, eds. 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Vol. 12165, Springer, 2020, doi:10.1007/978-3-030-50995-8.","short":"W. Ahrendt, H. Wehrheim, eds., Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [Postponed], Springer, 2020.","ieee":"W. Ahrendt and H. Wehrheim, Eds., Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [postponed], vol. 12165. Springer, 2020."},"type":"conference_editor","series_title":"Lecture Notes in Computer Science","doi":"10.1007/978-3-030-50995-8","_id":"21019","intvolume":" 12165","date_updated":"2022-01-06T06:54:42Z","date_created":"2021-01-19T10:35:37Z","status":"public","publication_identifier":{"isbn":["978-3-030-50994-1"]},"volume":12165,"editor":[{"last_name":"Ahrendt","first_name":"Wolfgang","full_name":"Ahrendt, Wolfgang"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim","id":"573"}],"department":[{"_id":"77"}],"publisher":"Springer","user_id":"29719","title":"Tests and Proofs - 14th International Conference, TAP@STAF 2020, Bergen, Norway, June 22-23, 2020, Proceedings [postponed]"},{"title":"Cooperative Verification via Collective Invariant Generation","user_id":"44413","abstract":[{"text":"Software verification has recently made enormous progress due to the\r\ndevelopment of novel verification methods and the speed-up of supporting\r\ntechnologies like SMT solving. To keep software verification tools up to date\r\nwith these advances, tool developers keep on integrating newly designed methods\r\ninto their tools, almost exclusively by re-implementing the method within their\r\nown framework. While this allows for a conceptual re-use of methods, it\r\nrequires novel implementations for every new technique.\r\n In this paper, we employ cooperative verification in order to avoid\r\nreimplementation and enable usage of novel tools as black-box components in\r\nverification. Specifically, cooperation is employed for the core ingredient of\r\nsoftware verification which is invariant generation. Finding an adequate loop\r\ninvariant is key to the success of a verification run. Our framework named\r\nCoVerCIG allows a master verification tool to delegate the task of invariant\r\ngeneration to one or several specialized helper invariant generators. Their\r\nresults are then utilized within the verification run of the master verifier,\r\nallowing in particular for crosschecking the validity of the invariant. We\r\nexperimentally evaluate our framework on an instance with two masters and three\r\ndifferent invariant generators using a number of benchmarks from SV-COMP 2020.\r\nThe experiments show that the use of CoVerCIG can increase the number of\r\ncorrectly verified tasks without increasing the used resources","lang":"eng"}],"project":[{"_id":"85","name":"Kooperative Softwareverifikation"}],"date_created":"2020-08-12T06:49:18Z","status":"public","publication":"arXiv:2008.04551","department":[{"_id":"77"}],"author":[{"id":"44413","last_name":"Haltermann","full_name":"Haltermann, Jan Frederik","first_name":"Jan Frederik"},{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"date_updated":"2022-01-06T06:53:20Z","_id":"17825","type":"preprint","citation":{"ieee":"J. F. Haltermann and H. Wehrheim, “Cooperative Verification via Collective Invariant Generation,” arXiv:2008.04551. 2020.","short":"J.F. Haltermann, H. Wehrheim, ArXiv:2008.04551 (2020).","mla":"Haltermann, Jan Frederik, and Heike Wehrheim. “Cooperative Verification via Collective Invariant Generation.” ArXiv:2008.04551, 2020.","bibtex":"@article{Haltermann_Wehrheim_2020, title={Cooperative Verification via Collective Invariant Generation}, journal={arXiv:2008.04551}, author={Haltermann, Jan Frederik and Wehrheim, Heike}, year={2020} }","chicago":"Haltermann, Jan Frederik, and Heike Wehrheim. “Cooperative Verification via Collective Invariant Generation.” ArXiv:2008.04551, 2020.","ama":"Haltermann JF, Wehrheim H. Cooperative Verification via Collective Invariant Generation. arXiv:200804551. 2020.","apa":"Haltermann, J. F., & Wehrheim, H. (2020). Cooperative Verification via Collective Invariant Generation. ArXiv:2008.04551."},"year":"2020","language":[{"iso":"eng"}]},{"date_updated":"2022-01-06T06:52:55Z","_id":"16724","year":"2020","type":"conference","citation":{"ama":"Sharma A, Wehrheim H. Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models. In: Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). ACM.","apa":"Sharma, A., & Wehrheim, H. (n.d.). Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models. In Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). ACM.","chicago":"Sharma, Arnab, and Heike Wehrheim. “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models.” In Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). ACM, n.d.","bibtex":"@inproceedings{Sharma_Wehrheim, title={Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models}, booktitle={Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).}, publisher={ACM}, author={Sharma, Arnab and Wehrheim, Heike} }","mla":"Sharma, Arnab, and Heike Wehrheim. “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models.” Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)., ACM.","short":"A. Sharma, H. Wehrheim, in: Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)., ACM, n.d.","ieee":"A. Sharma and H. Wehrheim, “Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models,” in Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)."},"language":[{"iso":"eng"}],"title":"Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models","user_id":"477","publication":"Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).","department":[{"_id":"7"},{"_id":"77"}],"author":[{"full_name":"Sharma, Arnab","first_name":"Arnab","id":"67200","last_name":"Sharma"},{"last_name":"Wehrheim","id":"573","first_name":"Heike","full_name":"Wehrheim, Heike"}],"publisher":"ACM","publication_status":"accepted","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B3","_id":"11"}],"date_created":"2020-04-19T14:01:53Z","status":"public"},{"publication":"Journal of Automated Software Engineering","department":[{"_id":"7"},{"_id":"77"},{"_id":"355"}],"author":[{"last_name":"Richter","id":"50003","first_name":"Cedric","full_name":"Richter, Cedric"},{"full_name":"Hüllermeier, Eyke","first_name":"Eyke","id":"48129","last_name":"Hüllermeier"},{"last_name":"Jakobs","first_name":"Marie-Christine","full_name":"Jakobs, Marie-Christine"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim","id":"573"}],"publisher":"Springer","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"11","name":"SFB 901 - Subproject B3"},{"_id":"12","name":"SFB 901 - Subproject B4"}],"date_created":"2020-04-19T14:08:06Z","status":"public","publication_status":"accepted","user_id":"477","title":"Algorithm Selection for Software Validation Based on Graph Kernels","language":[{"iso":"eng"}],"citation":{"short":"C. Richter, E. Hüllermeier, M.-C. Jakobs, H. Wehrheim, Journal of Automated Software Engineering (n.d.).","ieee":"C. Richter, E. Hüllermeier, M.-C. Jakobs, and H. Wehrheim, “Algorithm Selection for Software Validation Based on Graph Kernels,” Journal of Automated Software Engineering.","ama":"Richter C, Hüllermeier E, Jakobs M-C, Wehrheim H. Algorithm Selection for Software Validation Based on Graph Kernels. Journal of Automated Software Engineering.","apa":"Richter, C., Hüllermeier, E., Jakobs, M.-C., & Wehrheim, H. (n.d.). Algorithm Selection for Software Validation Based on Graph Kernels. Journal of Automated Software Engineering.","chicago":"Richter, Cedric, Eyke Hüllermeier, Marie-Christine Jakobs, and Heike Wehrheim. “Algorithm Selection for Software Validation Based on Graph Kernels.” Journal of Automated Software Engineering, n.d.","mla":"Richter, Cedric, et al. “Algorithm Selection for Software Validation Based on Graph Kernels.” Journal of Automated Software Engineering, Springer.","bibtex":"@article{Richter_Hüllermeier_Jakobs_Wehrheim, title={Algorithm Selection for Software Validation Based on Graph Kernels}, journal={Journal of Automated Software Engineering}, publisher={Springer}, author={Richter, Cedric and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike} }"},"year":"2020","type":"journal_article","date_updated":"2022-01-06T06:52:55Z","_id":"16725"},{"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area A","_id":"2"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"4","name":"SFB 901 - Project Area C"},{"name":"SFB 901 - Project Area T","_id":"82"},{"_id":"5","name":"SFB 901 - Subproject A1"},{"_id":"6","name":"SFB 901 - Subproject A2"},{"name":"SFB 901 - Subproject A3","_id":"7"},{"name":"SFB 901 - Subproject A4","_id":"8"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"SFB 901 - Subproject B3","_id":"11"},{"_id":"12","name":"SFB 901 - Subproject B4"},{"name":"SFB 901 - Subproject C1","_id":"13"},{"name":"SFB 901 - Subproject C2","_id":"14"},{"name":"SFB 901 - Subproject C3","_id":"15"},{"name":"SFB 901 - Subproject C4","_id":"16"},{"_id":"17","name":"SFB 901 - Subproject C5"},{"_id":"83","name":"SFB 901 -Subproject T1"},{"_id":"84","name":"SFB 901 -Subproject T2"},{"name":"SFB 901 -Subproject T3","_id":"107"},{"_id":"158","name":"SFB 901 - T4: SFB 901 -Subproject T4"}],"publication_status":"published","department":[{"_id":"276"},{"_id":"75"},{"_id":"63"},{"_id":"77"}],"title":"A Case for a New IT Ecosystem: On-The-Fly Computing","language":[{"iso":"eng"}],"doi":"10.1007/s12599-019-00627-x","date_updated":"2022-12-02T09:27:17Z","date_created":"2019-10-10T13:41:06Z","has_accepted_license":"1","status":"public","volume":62,"file":[{"file_size":454532,"file_id":"15311","creator":"ups","date_updated":"2019-12-12T10:24:47Z","content_type":"application/pdf","success":1,"relation":"main_file","file_name":"Karl2019_Article_ACaseForANewITEcosystemOn-The-.pdf","date_created":"2019-12-12T10:24:47Z","access_level":"closed"}],"publication":"Business & Information Systems Engineering","file_date_updated":"2019-12-12T10:24:47Z","author":[{"last_name":"Karl","id":"126","first_name":"Holger","full_name":"Karl, Holger"},{"first_name":"Dennis","full_name":"Kundisch, Dennis","last_name":"Kundisch","id":"21117"},{"last_name":"Meyer auf der Heide","id":"15523","first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm"},{"id":"573","last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"publisher":"Springer","user_id":"477","ddc":["004"],"page":"467-481","citation":{"ieee":"H. Karl, D. Kundisch, F. Meyer auf der Heide, and H. Wehrheim, “A Case for a New IT Ecosystem: On-The-Fly Computing,” Business & Information Systems Engineering, vol. 62, no. 6, pp. 467–481, 2020, doi: 10.1007/s12599-019-00627-x.","short":"H. Karl, D. Kundisch, F. Meyer auf der Heide, H. Wehrheim, Business & Information Systems Engineering 62 (2020) 467–481.","mla":"Karl, Holger, et al. “A Case for a New IT Ecosystem: On-The-Fly Computing.” Business & Information Systems Engineering, vol. 62, no. 6, Springer, 2020, pp. 467–81, doi:10.1007/s12599-019-00627-x.","bibtex":"@article{Karl_Kundisch_Meyer auf der Heide_Wehrheim_2020, title={A Case for a New IT Ecosystem: On-The-Fly Computing}, volume={62}, DOI={10.1007/s12599-019-00627-x}, number={6}, journal={Business & Information Systems Engineering}, publisher={Springer}, author={Karl, Holger and Kundisch, Dennis and Meyer auf der Heide, Friedhelm and Wehrheim, Heike}, year={2020}, pages={467–481} }","chicago":"Karl, Holger, Dennis Kundisch, Friedhelm Meyer auf der Heide, and Heike Wehrheim. “A Case for a New IT Ecosystem: On-The-Fly Computing.” Business & Information Systems Engineering 62, no. 6 (2020): 467–81. https://doi.org/10.1007/s12599-019-00627-x.","apa":"Karl, H., Kundisch, D., Meyer auf der Heide, F., & Wehrheim, H. (2020). A Case for a New IT Ecosystem: On-The-Fly Computing. Business & Information Systems Engineering, 62(6), 467–481. https://doi.org/10.1007/s12599-019-00627-x","ama":"Karl H, Kundisch D, Meyer auf der Heide F, Wehrheim H. A Case for a New IT Ecosystem: On-The-Fly Computing. Business & Information Systems Engineering. 2020;62(6):467-481. doi:10.1007/s12599-019-00627-x"},"year":"2020","type":"journal_article","issue":"6","_id":"13770","intvolume":" 62"},{"date_updated":"2023-01-18T08:39:53Z","_id":"16214","doi":"10.18420/SE2020_36","series_title":"{LNI}","language":[{"iso":"eng"}],"type":"conference","citation":{"chicago":"Pauck, Felix, Eric Bodden, and Heike Wehrheim. “Reproducing Taint-Analysis Results with ReproDroid.” In Software Engineering 2020, Fachtagung Des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, edited by Michael Felderer, Wilhelm Hasselbring, Rick Rabiser, and Reiner Jung, 123–24. {LNI}. Gesellschaft f{\\\"{u}}r Informatik e.V., 2020. https://doi.org/10.18420/SE2020_36.","short":"F. Pauck, E. Bodden, H. Wehrheim, in: M. Felderer, W. Hasselbring, R. Rabiser, R. Jung (Eds.), Software Engineering 2020, Fachtagung Des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, Gesellschaft f{\\\"{u}}r Informatik e.V., 2020, pp. 123–124.","ama":"Pauck F, Bodden E, Wehrheim H. Reproducing Taint-Analysis Results with ReproDroid. In: Felderer M, Hasselbring W, Rabiser R, Jung R, eds. Software Engineering 2020, Fachtagung Des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria. {LNI}. Gesellschaft f{\\\"{u}}r Informatik e.V.; 2020:123-124. doi:10.18420/SE2020_36","apa":"Pauck, F., Bodden, E., & Wehrheim, H. (2020). Reproducing Taint-Analysis Results with ReproDroid. In M. Felderer, W. Hasselbring, R. Rabiser, & R. Jung (Eds.), Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria (pp. 123–124). Gesellschaft f{\\\"{u}}r Informatik e.V. https://doi.org/10.18420/SE2020_36","mla":"Pauck, Felix, et al. “Reproducing Taint-Analysis Results with ReproDroid.” Software Engineering 2020, Fachtagung Des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, edited by Michael Felderer et al., Gesellschaft f{\\\"{u}}r Informatik e.V., 2020, pp. 123–24, doi:10.18420/SE2020_36.","bibtex":"@inproceedings{Pauck_Bodden_Wehrheim_2020, series={{LNI}}, title={Reproducing Taint-Analysis Results with ReproDroid}, DOI={10.18420/SE2020_36}, booktitle={Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria}, publisher={Gesellschaft f{\\\"{u}}r Informatik e.V.}, author={Pauck, Felix and Bodden, Eric and Wehrheim, Heike}, editor={Felderer, Michael and Hasselbring, Wilhelm and Rabiser, Rick and Jung, Reiner}, year={2020}, pages={123–124}, collection={{LNI}} }","ieee":"F. Pauck, E. Bodden, and H. Wehrheim, “Reproducing Taint-Analysis Results with ReproDroid,” in Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, 2020, pp. 123–124, doi: 10.18420/SE2020_36."},"year":"2020","page":"123-124","user_id":"22398","title":"Reproducing Taint-Analysis Results with ReproDroid","publisher":"Gesellschaft f{\\\"{u}}r Informatik e.V.","author":[{"full_name":"Pauck, Felix","first_name":"Felix","id":"22398","last_name":"Pauck"},{"id":"59256","last_name":"Bodden","full_name":"Bodden, Eric","orcid":"0000-0003-3470-3647","first_name":"Eric"},{"last_name":"Wehrheim","id":"573","first_name":"Heike","full_name":"Wehrheim, Heike"}],"department":[{"_id":"34"},{"_id":"77"}],"publication":"Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria","status":"public","date_created":"2020-03-03T08:10:33Z","editor":[{"full_name":"Felderer, Michael","first_name":"Michael","last_name":"Felderer"},{"first_name":"Wilhelm","full_name":"Hasselbring, Wilhelm","last_name":"Hasselbring"},{"full_name":"Rabiser, Rick","first_name":"Rick","last_name":"Rabiser"},{"last_name":"Jung","full_name":"Jung, Reiner","first_name":"Reiner"}],"publication_status":"published"}]