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ORCIDSagar Sen
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- affiliation: Simula Research Laboratory, Oslo, Norway
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2020 – today
- 2024
[j23]Sagar Sen, Victor Gonzalez
, Erik Johannes Husom, Simeon Tverdal, Shukun Tokas, Svein O. Tjøsvoll:
ERG-AI: enhancing occupational ergonomics with uncertainty-aware ML and LLM feedback. Appl. Intell. 54(23): 12128-12155 (2024)- [j22]Tim Menzies, Bowen Xu, Hong Jin Kang, Jie M. Zhang, Jiri Gesi, Sagar Sen, Beatriz Cassoli, Nicolas Jourdan, Jieke Shi, Phu Hong Nguyen, Valentina Golendukhina:
SEA4DQ 2024 Workshop Summary. ACM SIGSOFT Softw. Eng. Notes 49(4): 29-30 (2024) - [j21]Sagar Sen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen:
Uncertainty-Aware Virtual Sensors for Cyber-Physical Systems. IEEE Softw. 41(2): 77-87 (2024) - [c48]Erik Johannes Husom, Sagar Sen, Arda Goknil:
Engineering Carbon Emission-aware Machine Learning Pipelines. CAIN 2024: 118-128 - [c47]Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Hui Song, Dumitru Roman, Rustem Dautov, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu:
INTEND: Intent-Based Data Operation in the Computing Continuum. CAiSE Research Projects Exhibition 2024: 43-50 - [c46]Rustem Dautov, Hui Song, Dumitru Roman, Erik Johannes Husom, Sagar Sen, Vilija Balionyte-Merle, Donatella Firmani, Francesco Leotta, Jerin George Mathew, Jacopo Rossi, Lorenzo Balzotti, Andrea Morichetta, Schahram Dustdar, Thijs Metsch, Valerio Frascolla, Ahmed Khalid, Giada Landi, Juan Brenes, Ioan Toma, Róbert Szabó, Christian Schaefer, Seonghyun Kim, Cosmin Udroiu, Alexandre Ulisses, Verena Pietsch, Sigmund Akselsen, Arne Munch-Ellingsen, Irena Pavlova, Dessislava Petrova-Antonova, Hong-Gee Kim, Changsoo Kim, Bob Allen, Sunwoo Kim, Paulson Eberechukwu:
INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum. RuleML+RR (Companion) 2024 - [i7]Erik Johannes Husom, Arda Goknil, Lwin Khin Shar, Sagar Sen:
The Price of Prompting: Profiling Energy Use in Large Language Models Inference. CoRR abs/2407.16893 (2024) - 2023
- [j20]Mauro Isaja, Phu Hong Nguyen, Arda Goknil, Sagar Sen, Erik Johannes Husom, Simeon Tverdal, Abhilash Anand, Yunman Jiang, Karl John Pedersen, Per Myrseth, Jørgen Stang, Harris Niavis, Simon Pfeifhofer, Patrick Lamplmair:
A blockchain-based framework for trusted quality data sharing towards zero-defect manufacturing. Comput. Ind. 146: 103853 (2023) - [j19]Sagar Sen, Erik Johannes Husom, Arda Goknil, Dimitra Politaki, Simeon Tverdal, Phu Hong Nguyen, Nicolas Jourdan:
Virtual sensors for erroneous data repair in manufacturing a machine learning pipeline. Comput. Ind. 149: 103917 (2023) - [j18]Arda Goknil, Phu Hong Nguyen, Sagar Sen, Dimitra Politaki, Harris Niavis, Karl John Pedersen, Abdillah Suyuthi, Abhilash Anand, Amina Ziegenbein:
A Systematic Review of Data Quality in CPS and IoT for Industry 4.0. ACM Comput. Surv. 55(14s): 327:1-327:38 (2023) - [j17]Phu Hong Nguyen, Sagar Sen, Beatriz Bretones-Cassoli, Nicolas Jourdan, Maria Chiara Magnanini:
Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things - SEA4DQ'22 Report. ACM SIGSOFT Softw. Eng. Notes 48(1): 108-111 (2023) - [c45]Sagar Sen, Simon Myklebust Nielsen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Leonardo Sastoque Pinilla:
Replay-Driven Continual Learning for the Industrial Internet of Things. CAIN 2023: 43-55 - [c44]Rustem Dautov, Erik Johannes Husom, Sagar Sen, Hui Song:
Towards Community-Driven Generative AI. FedCSIS (Position Papers) 2023: 43-50 - [c43]Simeon Tverdal, Arda Goknil, Phu Hong Nguyen, Erik Johannes Husom, Sagar Sen, Jan Ruh, Francesca Flamigni:
Edge-based Data Profiling and Repair as a Service for IoT. IoT 2023: 17-24 - [c42]Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu Hong Nguyen:
Automated Behavior Labeling for IIoT Data. IoT 2023: 174-178 - [c41]Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen:
REPTILE: a Tool for Replay-driven Continual Learning in IIoT. IoT 2023: 204-207 - [c40]Lwin Khin Shar, Arda Goknil, Erik Johannes Husom, Sagar Sen, Yan Naing Tun, Kisub Kim:
AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization. ASE 2023: 1326-1338 - 2022
- [j16]Phu Hong Nguyen, Sagar Sen, Nicolas Jourdan, Beatriz Cassoli, Per Myrseth, Mikel Armendia, Odd Myklebust:
Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report. ACM SIGSOFT Softw. Eng. Notes 47(1): 26-29 (2022) - [j15]Sagar Sen, Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Phu Hong Nguyen, Iker Mancisidor:
Taming Data Quality in AI-Enabled Industrial Internet of Things. IEEE Softw. 39(6): 35-42 (2022) - [j14]Dusica Marijan, Sagar Sen:
Industry-Academia Research Collaboration and Knowledge Co-creation: Patterns and Anti-patterns. ACM Trans. Softw. Eng. Methodol. 31(3): 45:1-45:52 (2022) - [c39]Erik Johannes Husom, Simeon Tverdal, Arda Goknil, Sagar Sen:
UDAVA: an unsupervised learning pipeline for sensor data validation in manufacturing. CAIN 2022: 159-169 - [e2]Phu Hong Nguyen, Sagar Sen, Maria Chiara Magnanini:
Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, SEA4DQ 2022, Singapore, Singapore, 17 November 2022. ACM 2022, ISBN 978-1-4503-9459-8 [contents] - [i6]Dusica Marijan, Sagar Sen:
Industry-academia research collaboration and knowledge co-creation: Patterns and anti-patterns. CoRR abs/2204.14180 (2022) - 2021
- [c38]Gencer Erdogan, Enrique Garcia-Ceja, Åsmund Hugo, Phu Hong Nguyen, Sagar Sen:
A Systematic Mapping Study on Approaches for Al-Supported Security Risk Assessment. COMPSAC 2021: 755-760 - [c37]Stefan Wagner, Daniel Méndez Fernández, Michael Felderer, Antonio Vetrò, Marcos Kalinowski, Roel J. Wieringa, Dietmar Pfahl, Tayana Conte, Marie-Therese Christiansson, Desmond Greer, Casper Lassenius, Tomi Männistö, Maleknaz Nayebi, Markku Oivo, Birgit Penzenstadler, Rafael Prikladnicki, Guenther Ruhe, André Schekelmann, Sagar Sen, Rodrigo O. Spínola, Ahmet Tuzcu, Jose Luis de la Vara, Dietmar Winkler:
Status Quo in Requirements Engineering: A Theory and a Global Family of Surveys. Software Engineering 2021: 115-116 - [i5]Nicolas Jourdan, Sagar Sen, Erik Johannes Husom, Enrique Garcia-Ceja, Tobias Biegel, Joachim Metternich:
On The Reliability Of Machine Learning Applications In Manufacturing Environments. CoRR abs/2112.06986 (2021) - 2020
- [c36]Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker:
Opening the software engineering toolbox for the assessment of trustworthy AI. NeHuAI@ECAI 2020: 67-70 - [c35]Sagar Sen:
Creation of an Wearable Startup: From a Laboratory Incubator to a Revenue Generating Business. ICSE (Workshops) 2020: 623-626 - [c34]Sagar Sen, Pierre Bernabé, Erik Johannes B. L. G. Husom:
DeepVentilation: Learning to Predict Physical Effort from Breathing. IJCAI 2020: 5231-5233 - [c33]Sondre Hamnvik, Pierre Bernabé, Sagar Sen:
Yolo4Apnea: Real-time Detection of Obstructive Sleep Apnea. IJCAI 2020: 5234-5236 - [i4]Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker:
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI. CoRR abs/2007.07768 (2020)
2010 – 2019
- 2019
- [j13]Dusica Marijan, Sagar Sen:
Good Practices in Aligning Software Engineering Research and Industry Practice. ACM SIGSOFT Softw. Eng. Notes 44(3): 65-67 (2019) - [j12]Stefan Wagner, Daniel Méndez Fernández, Michael Felderer, Antonio Vetrò, Marcos Kalinowski, Roel J. Wieringa, Dietmar Pfahl, Tayana Conte, Marie-Therese Christiansson, Desmond Greer, Casper Lassenius, Tomi Männistö, Maleknaz Nayebi, Markku Oivo, Birgit Penzenstadler, Rafael Prikladnicki, Guenther Ruhe, André Schekelmann, Sagar Sen, Rodrigo O. Spínola, Ahmet Tuzcu, Jose Luis de la Vara, Dietmar Winkler:
Status Quo in Requirements Engineering: A Theory and a Global Family of Surveys. ACM Trans. Softw. Eng. Methodol. 28(2): 9:1-9:48 (2019) - 2018
- [j11]Sagar Sen, Dusica Marijan, Arnaud Gotlieb:
Certus: an organizational effort towards research-based innovation in software verification and validation. Int. J. Syst. Assur. Eng. Manag. 9(2): 313-322 (2018) - [j10]Stefano Di Alesio, Sagar Sen:
Using UML/MARTE to support performance tuning and stress testing in real-time systems. Softw. Syst. Model. 17(2): 479-508 (2018) - [c32]Dusica Marijan, Marius Liaaen, Sagar Sen:
DevOps Improvements for Reduced Cycle Times with Integrated Test Optimizations for Continuous Integration. COMPSAC (1) 2018: 22-27 - [c31]Dusica Marijan, Sagar Sen:
DevOps Enhancement with Continuous Test Optimization. SEKE 2018: 536-535 - [i3]Stefan Wagner, Daniel Méndez Fernández, Michael Felderer, Antonio Vetrò, Marcos Kalinowski, Roel J. Wieringa, Dietmar Pfahl, Tayana Conte, Marie-Therese Christiansson, Desmond Greer, Casper Lassenius, Tomi Männistö, Maleknaz Nayebi, Markku Oivo, Birgit Penzenstadler, Rafael Prikladnicki, Guenther Ruhe, André Schekelmann, Sagar Sen, Rodrigo O. Spínola, Ahmet Tuzcu, Jose Luis de la Vara, Dietmar Winkler:
Status Quo in Requirements Engineering: A Theory and a Global Family of Surveys. CoRR abs/1805.07951 (2018) - 2017
- [j9]Daniel Méndez Fernández, Stefan Wagner, Marcos Kalinowski, Michael Felderer, Priscilla Mafra, Antonio Vetrò, Tayana Conte, Marie-Therese Christiansson, Des Greer, Casper Lassenius, Tomi Männistö, M. Nayabi, Markku Oivo, Birgit Penzenstadler, Dietmar Pfahl, Rafael Prikladnicki, Günther Ruhe, André Schekelmann, Sagar Sen, Rodrigo O. Spínola, Ahmet Tuzcu, Jose Luis de la Vara, Roel J. Wieringa:
Naming the pain in requirements engineering - Contemporary problems, causes, and effects in practice. Empir. Softw. Eng. 22(5): 2298-2338 (2017) - [j8]Rafael Caballero, Sagar Sen, Jan Nygård:
Anticipating anonymity in screening program databases. Int. J. Medical Informatics 103: 20-31 (2017) - [j7]Sagar Sen, Dusica Marijan, Carlo Ieva, Astrid Grime, Atle Sander:
Modeling and Verifying Combinatorial Interactions to Test Data Intensive Systems: Experience at the Norwegian Customs Directorate. IEEE Trans. Reliab. 66(1): 3-16 (2017) - [c30]Michel Albonico, Stefano Di Alesio, Jean-Marie Mottu, Sagar Sen, Gerson Sunyé:
Generating Test Sequences to Assess the Performance of Elastic Cloud-Based Systems. CLOUD 2017: 383-390 - [c29]Arnaud Gotlieb, Marine Louarn, Mari Nygård, Tomás Ruiz-López, Sagar Sen, Roberta Gori:
Constraint-Based Verification of a Mobile App Game Designed for Nudging People to Attend Cancer Screening. AAAI 2017: 4678-4685 - [c28]Dusica Marijan, Sagar Sen:
Detecting and Reducing Redundancy in Software Testing for Highly Configurable Systems. HASE 2017: 96-99 - [c27]Rakesh Shukla, Sagar Sen, Judith Bishop, Karin K. Breitman:
4th International Workshop on Software Engineering Research and Industrial Practise (SER&IP 2017). SER&IP@ICSE 2017: 1 - [c26]Sagar Sen, Manoel Horta Ribeiro, Raquel Cardoso de Melo Minardi, Wagner Meira Jr., Mari Nygård:
Portinari: A Data Exploration Tool to Personalize Cervical Cancer Screening. ICSE-SEIS 2017: 37-46 - [c25]Dusica Marijan, Marius Liaaen, Arnaud Gotlieb, Sagar Sen, Carlo Ieva:
TITAN: Test Suite Optimization for Highly Configurable Software. ICST 2017: 524-531 - [i2]Sagar Sen, Manoel Horta Ribeiro, Raquel Cardoso de Melo Minardi, Wagner Meira Jr., Mari Nygård:
Portinari: A Data Exploration Tool to Personalize Cervical Cancer Screening. CoRR abs/1704.00172 (2017) - 2016
- [i1]Daniel Méndez Fernández, Stefan Wagner, Marcos Kalinowski, Michael Felderer, Priscilla Mafra, Antonio Vetrò, Tayana Conte, Marie-Therese Christiansson, Des Greer, Casper Lassenius, Tomi Männistö, M. Nayabi, Markku Oivo, Birgit Penzenstadler, Dietmar Pfahl, Rafael Prikladnicki, Günther Ruhe, André Schekelmann, Sagar Sen, Rodrigo O. Spínola, Ahmet Tuzcu, Jose Luis de la Vara, Roel J. Wieringa:
Naming the Pain in Requirements Engineering: Contemporary Problems, Causes, and Effects in Practice. CoRR abs/1611.10288 (2016) - 2015
- [c24]Waqas Moazzam, Michael Riegler, Sagar Sen, Mari Nygård:
Scientific Hangman: Gamifying Scientific Evidence for General Public. GamifIR@ECIR 2015: 26-33 - [c23]Marek Machnik, Michael Riegler, Sagar Sen:
Crowdpinion: Motivating People to Share their Momentary Opinion. GamifIR@ECIR 2015: 44-51 - [c22]Sagar Sen, Stefano Di Alesio, Dusica Marijan, Arnab Sarkar:
Evaluating Reconfiguration Impact in Self-Adaptive Systems - An Approach Based on Combinatorial Interaction Testing. EUROMICRO-SEAA 2015: 250-254 - [c21]Judith Bishop, Rakesh Shukla, Forrest Shull, Sagar Sen:
2nd International Workshop on Software Engineering Research and Industrial Practice (SER&IP 2015). ICSE (2) 2015: 1007-1008 - [c20]Arnaud Gotlieb, Dusica Marijan, Sagar Sen:
Towards More Relational Feature Models. ICSOFT-EA 2015: 381-386 - [c19]Jean-Marie Mottu, Sagar Sen, Juan José Cadavid, Benoit Baudry:
Discovering model transformation pre-conditions using automatically generated test models. ISSRE 2015: 88-99 - [e1]Rakesh Shukla, Sagar Sen, Forrest Shull, Judith Bishop:
2nd IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, SER&IP 2015, Florence, Italy, May 17, 2015. IEEE 2015, ISBN 978-1-4673-7085-1 [contents] - 2014
- [c18]Sagar Sen:
Certus: glimpses of a centre for research-based innovation in software verification and validation. SER&IPs 2014: 2-5 - [c17]Sagar Sen, Carlo Ieva, Arnab Sarkar, Atle Sander, Astrid Grime:
Experience Report: Verifying Data Interaction Coverage to Improve Testing of Data-Intensive Systems: The Norwegian Customs and Excise Case Study. ISSRE 2014: 223-234 - 2013
- [c16]Sagar Sen, Arnaud Gotlieb:
Testing a Data-Intensive System with Generated Data Interactions - The Norwegian Customs and Excise Case Study. CAiSE 2013: 657-671 - [c15]Dusica Marijan, Arnaud Gotlieb, Sagar Sen:
Test Case Prioritization for Continuous Regression Testing: An Industrial Case Study. ICSM 2013: 540-543 - [c14]Sagar Sen, Jose Luis de la Vara, Arnaud Gotlieb, Arnab Sarkar:
Modelling data interaction requirements: A position paper. MoDRE 2013: 50-54 - [c13]Sunil Nair, Jose Luis de la Vara, Sagar Sen:
A review of traceability research at the requirements engineering conferencere@21. RE 2013: 222-229 - [c12]Dusica Marijan, Arnaud Gotlieb, Sagar Sen, Aymeric Hervieu:
Practical pairwise testing for software product lines. SPLC 2013: 227-235 - 2012
- [j6]Sagar Sen, Naouel Moha, Vincent Mahé, Olivier Barais, Benoit Baudry, Jean-Marc Jézéquel:
Reusable model transformations. Softw. Syst. Model. 11(1): 111-125 (2012) - [j5]Gilles Perrouin, Sebastian Oster, Sagar Sen, Jacques Klein, Benoit Baudry, Yves Le Traon:
Pairwise testing for software product lines: comparison of two approaches. Softw. Qual. J. 20(3-4): 605-643 (2012) - [c11]Sagar Sen, Jean-Marie Mottu, Massimo Tisi, Jordi Cabot:
Using Models of Partial Knowledge to Test Model Transformations. ICMT@TOOLS 2012: 24-39 - [c10]Jean-Marie Mottu, Sagar Sen, Massimo Tisi, Jordi Cabot:
Static Analysis of Model Transformations for Effective Test Generation. ISSRE 2012: 291-300 - 2011
- [c9]Ajay Kattepur, Sagar Sen, Benoit Baudry, Albert Benveniste, Claude Jard:
Pairwise testing of dynamic composite services. SEAMS 2011: 138-147 - [c8]Leonardo M. Rocha, Sagar Sen, Sabine Moisan, Jean-Paul Rigault:
Girgit: A Dynamically Adaptive Vision System for Scene Understanding. ICVS 2011: 193-202 - [c7]Santiago Hurtado, Sagar Sen, Rubby Casallas:
Reusing legacy software in a self-adaptive middleware framework. ARM@Middleware 2011: 29-35 - 2010
- [b1]Sagar Sen:
Découverte automatique de modèles effectifs (Automatic Effective Model Discovery). University of Rennes 1, France, 2010 - [j4]Sagar Sen, Benoit Baudry, Hans Vangheluwe:
Towards Domain-specific Model Editors with Automatic Model Completion. Simul. 86(2): 109-126 (2010) - [j3]Naouel Moha, Sagar Sen, Cyril Faucher, Olivier Barais, Jean-Marc Jézéquel:
Evaluation of Kermeta for solving graph-based problems. Int. J. Softw. Tools Technol. Transf. 12(3-4): 273-285 (2010) - [c6]Gilles Perrouin, Sagar Sen, Jacques Klein, Benoit Baudry, Yves Le Traon:
Automated and Scalable T-wise Test Case Generation Strategies for Software Product Lines. ICST 2010: 459-468 - [c5]Ajay Kattepur, Sagar Sen, Benoit Baudry, Albert Benveniste, Claude Jard:
Variability Modeling and QoS Analysis of Web Services Orchestrations. ICWS 2010: 99-106
2000 – 2009
- 2009
- [c4]Sagar Sen, Benoit Baudry, Jean-Marie Mottu:
Automatic Model Generation Strategies for Model Transformation Testing. ICMT@TOOLS 2009: 148-164 - [c3]Sagar Sen, Naouel Moha, Benoit Baudry, Jean-Marc Jézéquel:
Meta-model Pruning. MoDELS 2009: 32-46 - 2008
- [c2]Sagar Sen, Benoit Baudry, Jean-Marie Mottu:
On Combining Multi-formalism Knowledge to Select Models for Model Transformation Testing. ICST 2008: 328-337 - 2007
- [c1]Sagar Sen, Benoit Baudry, Hans Vangheluwe:
Domain-Specific Model Editors with Model Completion. MoDELS (Workshops) 2007: 259-270 - 2006
- [j2]Syamal K. Sen, Sagar Sen:
O(n3) g-inversion-free noniterative near-consistent linear system solver for minimum-norm least-squares and nonnegative solutions. J. Comput. Methods Sci. Eng. 6(1-4): 71-85 (2006) - [j1]Syamal K. Sen, Hans Agarwal, Sagar Sen:
Chemical equation balancing: An integer programming approach. Math. Comput. Model. 44(7-8): 678-691 (2006)
Coauthor Index
Erik Johannes Husom
aka: Erik Johannes B. L. G. Husom
aka: Erik Johannes B. L. G. Husom
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