Abdi, A., & Amrit, C. (2024). Enhancing vessel arrival time prediction: A fusion-based deep learning approach. Expert Systems With Applications, 252(A), Article 123988. https://doi.org/10.1016/j.eswa.2024.123988[details]
Amrit, C., & Kolar Narayanappa, A. (2024). An analysis of the challenges in the adoption of MLOps. Journal of Innovation & Knowledge.
Gui, A., & Amrit, C. (2024). From Posts to Insights: A Comprehensive Analysis of the Emotion Dimensions, Engagement Level and Behavioural Patterns in Suicide-Related Tweets. In From Posts to Insights: A Comprehensive Analysis of the Emotion Dimensions, Engagement Level and Behavioural Patterns in Suicide-Related Tweets (ICIS 2024 Proceedings). AIS eLibrary.
Amrit, C., & Abdi, A. (2023). Methods and Applications of Data Mining in Business Domains. Applied Sciences (Switzerland), 13(19), Article 10774. https://doi.org/10.3390/app131910774[details]
Ensing, S., & Amrit, C. (2023). Agent-based modelling and simulation of public transport to identify effects of network changes on passenger flows. In H. Zaynidinov, M. Singh, U. Shanker Tiwary, & D. Singh (Eds.), Intelligent Human Computer Interaction: 14th International Conference, IHCI 2022, Tashkent, Uzbekistan, October 20–22, 2022 : revised selected papers (pp. 373-385). (Lecutre Notes in Computer Science; Vol. 13741). Springer. https://doi.org/10.1007/978-3-031-27199-1_37[details]
Kolar Narayanappa, A., & Amrit, C. (2023). An Analysis of the Barriers Preventing the Implementation of MLOps. IFIP Advances in Information and Communication Technology, 697, 101–114. https://doi.org/10.1007/978-3-031-50188-3_10[details]
Zarifianshafiei, Z., & Amrit, C. (in press). Using Machine Learning of Sensor Data to Estimate the Production of Cutter Suction Dredgers. In International Conference on Intelligent Human Computer Interaction (IHCI 2023) Springer.
2022
Amrit, C., den Besten, M., Capiluppi, A., & Robles, G. (2022). Guest Editorial: Collaboration and Innovation Dynamics in Software Ecosystems. IEEE Transactions on Engineering Management, 69(6), 3584. https://doi.org/10.1109/TEM.2022.3196477
2021
Abdi, A., & Amrit, C. (2021). A review of travel and arrival-time prediction methods on road networks: classification, challenges and opportunities. PeerJ Computer Science, 7, Article e689. https://doi.org/10.7717/peerj-cs.689[details]
Emmens, T., Amrit, C., Abdi, A., & Ghosh, M. (2021). The promises and perils of Automatic Identification System data. Expert Systems With Applications, 178, Article 114975. https://doi.org/10.1016/j.eswa.2021.114975[details]
Khalil, S., Amrit, C., Koch, T., & Dugundji, E. (2021). Forecasting Public Transport Ridership: Management of Information Systems using CNN and LSTM Architectures. Procedia Computer Science, 184, 283-290. Advance online publication. https://doi.org/10.1016/j.procs.2021.03.037[details]
Prakoso, D. W., Abdi, A., & Amrit, C. (2021). Short text similarity measurement methods: a review. Soft Computing, 25(6), 4699–4723. Advance online publication. https://doi.org/10.1007/s00500-020-05479-2[details]
den Besten, M., Amrit, C., Capiluppi, A., & Robles, G. (2021). Collaboration and Innovation Dynamics in Software Ecosystems: A Technology Management Research Perspective. IEEE Transactions on Engineering Management, 68(5), 1532-1537. Advance online publication. https://doi.org/10.1109/TEM.2020.3015969[details]
van Capelleveen, G., Amrit, C., Zijm, H., Yazan, D. M., & Abdi, A. (2021). Toward building recommender systems for the circular economy: Exploring the perils of the European Waste Catalogue. Journal of Environmental Management, 277, Article 111430. https://doi.org/10.1016/j.jenvman.2020.111430[details]
van Capelleveen, G., van Wieren, J., Amrit, C., Yazan, D. M., & Zijm, H. (2021). Exploring recommendations for circular supply chain management through interactive visualisation. Decision support systems, 140, Article 113431. https://doi.org/10.1016/j.dss.2020.113431[details]
Massey, T., Amrit, C., & van Capelleveen, G. (2020). Analysing the trend of Islamophobia in Blog Communities using Machine Learning and Trend Analysis. In Proceedings of the 28th European Conference on Information Systems (ECIS) Article 188 AIS eLibrary. https://aisel.aisnet.org/ecis2020_rp/188[details]
Taribuka, D., & Amrit, C. (2020). Agile in the Banking Industry: Exploring Multiple Levels of Agile Transformation Process Facilitators and Challenges from a People Perspective. In Proceedings of the 28th European Conference on Information Systems (ECIS) Article 198 AIS eLibrary. https://aisel.aisnet.org/ecis2020_rp/198/[details]
2019
Patel, A., Amrit, C., & Sundaram, D. (2019). The Perils of Using Social Media Data to Predict the Spread of Diseases. In T. X. Bui (Ed.), Proceedings of the 52nd Annual Hawaii International Conference on System Sciences: January 8-11, 2019, Maui, Hawaii (pp. 4028-4037). HICSS. https://doi.org/10.24251/HICSS.2019.488[details]
Somsen, A. M., Langbroek, D., Borgman, H., & Amrit, C. (2019). Rerouting Digital Transformations: Six Cases in the Airline Industry. In T. X. Bui (Ed.), Proceedings of the 52nd Annual Hawaii International Conference on System Sciences: January 8-11, 2019, Maui, Hawaii (pp. 4947-4956). HICSS. https://doi.org/10.24251/HICSS.2019.595[details]
Windt, B., Borgman, H., & Amrit, C. (2019). Understanding Leadership Challenges and Responses in Data-driven Transformations. In T. X. Bui (Ed.), Proceedings of the 52nd Annual Hawaii International Conference on System Sciences: January 8-11, 2019, Maui, Hawaii (pp. 4987-4996). HICSS. https://doi.org/10.24251/HICSS.2019.599[details]
van Capelleveen, G., Amrit, C., Yazan, D. M., & Zijm, H. (2019). The recommender canvas: A model for developing and documenting recommender system design. Expert Systems With Applications, 129, 97-117. https://doi.org/10.1016/j.eswa.2019.04.001[details]
Amrit, C., & Meijberg, Y. (2018). Effectiveness of Test-Driven Development and Continuous Integration A Case Study. IT Professional, 20(1), 27-35. https://doi.org/10.1109/MITP.2017.265104251
van Capelleveen, G., Amrit, C., & Yazan, D. M. (2018). A Literature Survey of Information Systems Facilitating the Identification of Industrial Symbiosis. In B. Otjacques, P. Hitzelberger, S. Naumann, & V. Wohlgemuth (Eds.), From Science to Society: New Trends in Environmental Informatics (pp. 155-169). (Progress in IS). Springer. Advance online publication. https://doi.org/10.1007/978-3-319-65687-8_14
van Capelleveen, G., Amrit, C., Yazan, D. M., & Zijm, H. (2018). The Influence of Knowledge in the Design of a Recommender System to Facilitate Industrial Symbiosis Markets. Environmental Modelling & Software, 110, 139-152. https://doi.org/10.1016/j.envsoft.2018.04.004
2017
Amrit, C., Paauw, T., Aly, R., & Lavric, M. (2017). Identifying child abuse through text mining and machine learning. Expert Systems With Applications, 88, 402-418. https://doi.org/10.1016/j.eswa.2017.06.035
Erich, F. M. A., Amrit, C., & Daneva, M. (2017). A qualitative study of DevOps usage in practice. Journal of Software , 29(6), Article e1885. https://doi.org/10.1002/smr.1885
van der Spoel, S., Amrit, C., & van Hillegersberg, J. (2017). Predictive analytics for truck arrival time estimation: a field study at a European distribution centre. International Journal of Production Research, 55(17), 5062-5078. https://doi.org/10.1080/00207543.2015.1064183
2016
Amrit, C., & Hek, J. (2016). Clustering the results of brainstorm sessions: Applying word similarity techniques to cluster Dutch nouns. In R. H. Sprague, & T. X. Bui (Eds.), Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016 (pp. 4232-4241). Article 7427712 (Proceedings of the Annual Hawaii International Conference on System Sciences; Vol. 2016-March). IEEE Computer Society Press. https://doi.org/10.1109/HICSS.2016.526
Hosch-Dayican, B., Amrit, C., Aarts, K., & Dassen, A. (2016). How Do Online Citizens Persuade Fellow Voters? Using Twitter During the 2012 Dutch Parliamentary Election Campaign. Social Science Computer Review, 34(2), 135-152. https://doi.org/10.1177/0894439314558200
Wijnhoven, F., Beckers, D., & Amrit, C. (2016). Reducing waste in administrative services with lean principles. In 2016 International Conference on Information Systems, ICIS 2016 (2016 International Conference on Information Systems, ICIS 2016). Association for Information Systems.
2014
Amrit, C., Daneva, M., & Damian, D. (2014). Human factors in software development: On its underlying theories and the value of learning from related disciplines. A guest editorial introduction to the special issue. Information and Software Technology, 56(12), 1537-1542. https://doi.org/10.1016/j.infsof.2014.07.006
Bloemen, R., Amrit, C., Kuhlmann, S., & Ordóñez-Matamoros, G. (2014). Gentoo package dependencies over time. In 11th Working Conference on Mining Software Repositories, MSR 2014 - Proceedings (pp. 404-407). (11th Working Conference on Mining Software Repositories, MSR 2014 - Proceedings). Association for Computing Machinery. https://doi.org/10.1145/2597073.2597131
Bloemen, R., Amrit, C., Kuhlmann, S., & Ordóñez-Matamoros, G. (2014). Innovation diffusion in open source software: Preliminary analysis of dependency changes in the Gentoo portage package database. In 11th Working Conference on Mining Software Repositories, MSR 2014 - Proceedings (pp. 316-319). (11th Working Conference on Mining Software Repositories, MSR 2014 - Proceedings). Association for Computing Machinery. https://doi.org/10.1145/2597073.2597079
Wijnhoven, F., Amrit, C., & Dietz, P. (2014). Value-based file retention: File attributes as file value and information waste indicators. Journal of Data and Information Quality, 4(4), Article 15. https://doi.org/10.1145/2567656
2013
Amrit, C., Van Hillegersberg, J., & Van Diest, B. (2013). Involving end users to mitigate risk in is development projects. Journal of Organizational and End User Computing, 25(3), 67-82. https://doi.org/10.4018/joeuc.2013070105
Daneva, M., Van Der Veen, E., Amrit, C., Ghaisas, S., Sikkel, K., Kumar, R., Ajmeri, N., Ramteerthkar, U., & Wieringa, R. (2013). Agile requirements prioritization in large-scale outsourced system projects: An empirical study. Journal of Systems and Software, 86(5), 1333-1353. https://doi.org/10.1016/j.jss.2012.12.046
van der Spoel, S., van Keulen, M., & Amrit, C. (2013). Process Prediction in Noisy Data Sets: A Case Study in a Dutch Hospital. In Data-Driven Process Discovery and Analysis - Second IFIP WG 2.6, 2.12 International Symposium, SIMPDA2012, Revised Selected Papers (pp. 60-83). (Lecture Notes in Business Information Processing; Vol. 162). Springer Verlag. https://doi.org/10.1007/978-3-642-40919-6_4
2010
Amrit, C., & Van Hillegersberg, J. (2010). Exploring the impact of socio-technical core-periphery structures in open source software development. Journal of information technology, 25(2), 216-229. https://doi.org/10.1057/jit.2010.7
Moody, D. L., Iacob, M. E., & Amrit, C. (2010). In search of paradigms: Identifying the theoretical foundations of the is field. In 18th European Conference on Information Systems, ECIS 2010 (18th European Conference on Information Systems, ECIS 2010).
2008
Amrit, C., & Van Hillegersberg, J. (2008). Detecting coordination problems in collaborative software development environments. Information Systems Management, 25(1), 57-70. https://doi.org/10.1080/10580530701777156
2015
Amrit, C., Wijnhoven, F., & Beckers, D. (2015). Information waste on the world wide web and combating the clutter. Paper presented at 23rd European Conference on Information Systems, ECIS 2015, Munster, Germany.
2020
van Capelleveen, G. C. (2020). Industrial Symbiosis Recommender Systems. [Thesis, fully external, University of Twente]. Universiteit Twente. https://doi.org/10.3990/1.9789036550079
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