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Christian Walter Peter Omlin

Christian Walter Peter Omlin

Professor

Institutt for informasjons- og kommunikasjonsteknologi >

 

+47 37 23 32 06

+47 932 59 144

Kontor:
A3080 ( Jon Lilletuns vei 9, Grimstad )
Kontortid:
You are welcome to stop by any time my office door is open. Otherwise, please make an appointment.

Vitenskapelige publikasjoner

  • Mathew, Manuel Sathyajith; Mansouri, Mo; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2024). A Systems Perspective on the Public Perception of Wind Power in Norway. INCOSE International Symposium. ISSN: 2334-5837. 34 (1). s 1429 - 1446. doi:10.1002/iis2.13217.
  • Dutt, Micheal; Goodwin, Morten; Omlin, Christian Walter Peter (2024). An Interpretable Deep Learning-based Feature Reduction in Video-Based Human Activity Recognition. IEEE Access. ISSN: 2169-3536. doi:10.1109/ACCESS.2024.3432776.
  • Dutt, Micheal; Gupta, Aditya; Goodwin, Morten; Omlin, Christian Walter Peter (2024). An Interpretable Modular Deep Learning Framework for Video-Based Fall Detection. Applied Sciences. ISSN: 2076-3417. 14 (11). s 1 - 27. doi:10.3390/app14114722.
  • Ghimire Subedi, Sarala; Celik, Turgay; Gerdes, Martin; Omlin, Christian Walter Peter (2024). Deep learning for blood glucose level prediction: How well do models generalize across different data sets?. PLOS ONE. ISSN: 1932-6203. 19 (9). doi:10.1371/journal.pone.0310801.
  • Vishwanath, Ajay; Omlin, Christian Walter Peter (2024). Exploring Affinity-Based Reinforcement Learning for Designing Artificial Virtuous Agents in Stochastic Environments. Frontiers of Artificial Intelligence, Ethics, and Multidisciplinary Applications. FAIEMA 2023. ISBN: 978-981-99-9835-7. Springer. Chapter. s 25 - 38.
  • Mathew, Manuel Sathyajith; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2024). Fully Automated Diagnostics of Induction Motor Drives in Offshore Wind Turbine Pitch Systems Using Extended Park Vector Transform and Convolutional Neural Network. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 8 (1). s 488 - 498. doi:10.36001/phme.2024.v8i1.4030.
  • Asres, Mulugeta Weldezgina; Omlin, Christian Walter Peter; Dittmann, Jay; Parygin, Pavel; Hiltbrand, Joshua; Cooper, Seth I.; Cummings, Grace; Yu, David (2024). Lightweight Multi-System Multivariate Interconnection and Divergence Discovery. 2024 19th Annual System of Systems Engineering Conference (SoSE). ISBN: 979-8-3503-6591-7. IEEE conference proceedings. Chapter. s 36 - 43.
  • Darowski, Michal; Aftab, Muhammad Faisal; Walker, David; Li, Hongyu; Yu, Guoyu; An, Chenghui; Omlin, Christian Walter Peter (2024). Machine Learning Based Calibration of Force Sensors for Bonnet Polishing Process. IFAC-PapersOnLine. ISSN: 2405-8963. 58 (14). s 115 - 120. doi:10.1016/j.ifacol.2024.08.323.
  • Mathew, Manuel Sathyajith; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2024). Soft Ordering 1-D CNN to Estimate the Capacity Factor of Windfarms for Identifying the Age-Related Performance Degradation. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 8 (1). s 762 - 770. doi:10.36001/phme.2024.v8i1.4028.
  • Fernandes, Fara Aninha; Chaltikyan, Georgi; Gerdes, Martin; Omlin, Christian Walter Peter (2023). Bias – The Achilles Heel of Artificial Intelligence in Healthcare. Journal of applied interdisciplinary research. ISSN: 2940-8199. (Special Issue). s 90 - 101. doi:https://doi.org/10.25929/5qxh-nt21.
  • Sharif, Md Haidar; Lei, Jiao; Omlin, Christian Walter Peter (2023). CNN-ViT Supported Weakly-Supervised Video Segment Level Anomaly Detection. Sensors. ISSN: 1424-8220. 23 (18). doi:10.3390/s23187734.
  • Mathew, Manuel Sathyajith; Kolhe, Mohan Lal; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2023). Data driven approach for the management of wind and solar energy integrated electrical distribution network with high penetration of electric vehicles. Journal of Cleaner Production. ISSN: 0959-6526. 421doi:10.1016/j.jclepro.2023.138467.
  • Sharif, Md Haidar; Lei, Jiao; Omlin, Christian Walter Peter (2023). Deep Crowd Anomaly Detection by Fusing Reconstruction and Prediction Networks. Electronics (Basel). ISSN: 2079-9292. 12 (7). doi:10.3390/electronics12071517.
  • Saeed, Waddah; Omlin, Christian Walter Peter (2023). Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities. Knowledge-Based Systems. ISSN: 0950-7051. 263doi:10.1016/j.knosys.2023.110273.
  • Sadiq, Touseef; Omlin, Christian Walter Peter (2023). NLP-based Traffic Scene Retrieval via Representation Learning. Proceedings of the 9th World Congress on Electrical Engineering and Computer Systems and Science (EECSS 2023). ISBN: 978-1-990800-26-9. Avestia Publishing. MVML 108.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal; Omlin, Christian Walter Peter (2023). Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops. Computers and Chemical Engineering. ISSN: 0098-1354. 172doi:10.1016/j.compchemeng.2023.108173.
  • Sadiq, Touseef; Omlin, Christian Walter Peter (2023). Scene Retrieval in Traffic Videos with Contrastive Multimodal Learning. 2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI 2023). ISBN: 9798350342734. IEEE Computer Society Digital Library. Chapter. s 1020 - 1025.
  • Asres, Mulugeta Weldezgina; Omlin, Christian Walter Peter; Wang, Long; Yu, David; Parygin, Pavel; Dittmann, Jay; Karapostoli, Georgia; Seidel, Markus; Venditti, Rosamaria; Lambrecht, Luka; Usai, Emanuele; Ahmad, Muhammad; Menendez, Javier Fernandez; Maeshima, Kaori (2023). Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter. Sensors. ISSN: 1424-8220. 23 (24). doi:10.3390/s23249679.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal; Omlin, Christian Walter Peter (2023). Stiction detection in industrial control valves using Poincaré plot-based convolutional neural networks. IFAC-PapersOnLine. ISSN: 2405-8963. 56 (2). s 11687 - 11692. doi:10.1016/j.ifacol.2023.10.523.
  • Darowski, Michal; Aftab, Muhammad Faisal; Li, Hongyu; Walker, David; Yu, Guoyu; An, Chenghui; Omlin, Christian Walter Peter (2023). Towards Data-Driven Material Removal Rate Estimation in Bonnet Polishing. International Conference on Control, Mechatronics and Automation. ISSN: 2837-5114. s 473 - 479. doi:10.1109/ICCMA59762.2023.10375024.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Balancing Profit, Risk, and Sustainability for Portfolio Management. 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr). ISBN: 978-1-6654-4234-3. IEEE conference proceedings. Konferanseartikkel.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Can Interpretable Reinforcement Learning Manage Prosperity Your Way?. AI. 3 (2). s 526 - 537. doi:10.3390/ai3020030.
  • Mathew, Manuel Sathyajith; Kandukuri, Surya Teja; Omlin, Christian Walter Peter (2022). Estimation of Wind Turbine Performance Degradation with Deep Neural Networks. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 7 (1). s 351 - 359. doi:10.36001/phme.2022.v7i1.3328.
  • Asres, Mulugeta Weldezgina; Cummings, Grace; Khukhunaishvili, Aleko; Parygin, Pavel; Cooper, Seth I.; Yu, David; Dittmann, Jay; Omlin, Christian Walter Peter (2022). Long Horizon Anomaly Prediction in Multivariate Time Series with Causal Autoencoders. Proceedings of the European Conference of the Prognostics and Health Management Society (PHME). ISSN: 2325-016X. 7 (1). s 21 - 31. doi:10.36001/phme.2022.v7i1.3367.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Reinforcement Learning Your Way: Agent Characterization through Policy Regularization. AI. 3 (2). s 250 - 259. doi:10.3390/ai3020015.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Reinforcement learning with intrinsic affinity for personalized prosperity management. Digital Finance. ISSN: 2524-6984. doi:10.1007/s42521-022-00068-4.
  • Dutt, Micheal; Redhu, Surender; Goodwin, Morten; Omlin, Christian Walter Peter (2022). Sleep Stage Identification based on Single-Channel EEG Signals using 1-D Convolutional Autoencoders. 2022 IEEE International Conference on E-health Networking, Application & Services (HealthCom). ISBN: 978-1-6654-8016-1. IEEE conference proceedings. Konferanseartikkel. s 94 - 99.
  • Dutt, Micheal; Redhu, Surender; Goodwin, Morten; Omlin, Christian Walter Peter (2022). SleepXAI: An explainable deep learning approach for multi-class sleep stage identification. Applied intelligence (Boston). ISSN: 0924-669X. doi:10.1007/s10489-022-04357-8.
  • Vishwanath, Ajay; Bøhn, Einar Duenger; Granmo, Ole-Christoffer; Maree, Charl; Omlin, Christian Walter Peter (2022). Towards artificial virtuous agents: games, dilemmas and machine learning. AI and Ethics. ISSN: 2730-5953. doi:10.1007/s43681-022-00251-8.
  • Maree, Charl; Omlin, Christian Walter Peter (2022). Understanding Spending Behavior: Recurrent Neural Network Explanation and Interpretation. 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr). ISBN: 978-1-6654-4234-3. IEEE conference proceedings. Konferanseartikkel.
  • Dutt, Micheal; Goodwin, Morten; Omlin, Christian Walter Peter (2021). Automatic Sleep Stage Identification with Time Distributed Convolutional Neural Network. Proceedings of the International Joint Conference on Neural Networks. ISSN: 2161-4393. doi:10.1109/IJCNN52387.2021.9533542.
  • Maree, Charl; Omlin, Christian Walter Peter (2021). Clustering in Recurrent Neural Networks for Micro-Segmentation using Spending Personality. IEEE Symposium Series on Computational Intelligence 2021. ISBN: 978-1-7281-9048-8. IEEE Press.
  • Asres, Mulugeta Weldezgina; Cummings, Grace; Parygin, Pavel; Khukhunaishvili, Aleko; Toms, Maria; Campbell, Alan; Cooper, Seth I.; Yu, David; Dittmann, Jay; Omlin, Christian Walter Peter (2021). Unsupervised Deep Variational Model for Multivariate Sensor Anomaly Detection. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC). ISBN: 978-1-6654-2655-8. IEEE conference proceedings. Chapter. s 364 - 371.
  • Holen, Martin; Saha, Rupsa; Goodwin, Morten; Omlin, Christian Walter Peter; Sandsmark, Knut Eivind (2020). Road Detection for Reinforcement Learning Based Autonomous Car. ICISS 2020: Proceedings of the 2020 The 3rd International Conference on Information Science and System. ISBN: 978-1-4503-7725-6. ACM Publications. Chapter. s 67 - 71.
  • Maree, Charl; Modal, Jan Erik; Omlin, Christian Walter Peter (2020). Towards Responsible AI for Financial Transactions. 2020 IEEE Symposium Series on Computational Intelligence (SSCI). ISBN: 978-1-7281-2547-3. IEEE. s 16 - 21.
  • Zimudzi, Edward; Sanders, Ian; Rollings, Nicholas; Omlin, Christian Walter Peter (2019). Remote sensing of mangroves using unmanned aerial vehicles: current state and future directions. Journal of Spatial Science. ISSN: 1449-8596. doi:10.1080/14498596.2019.1627252.
  • Vishwanath, Ajay; Omlin, Christian Walter Peter (2023). Exploring Affinity-based Reinforcement Learning for Designing Artificial Virtuous Agents in Stochastic Environments.

Ekspertområder

I sosiale medier

Sist endret: 25.01.2023 14:01