Search for dissertations about: "computer lab"

Showing result 16 - 20 of 84 swedish dissertations containing the words computer lab.

2. 16. Self-Monitoring using Joint Human-Machine Learning : Algorithms and Applications

   Author : Ece Calikus; Sławomir Nowaczyk; Onur Dikmen; Stefan Byttner; Rita Ribeiro; Högskolan i Halmstad; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; self-monitoring; anomaly detection; machine learning;

   Abstract : The ability to diagnose deviations and predict faults effectively is an important task in various industrial domains for minimizing costs and productivity loss and also conserving environmental resources. However, the majority of the efforts for diagnostics are still carried out by human experts in a time-consuming and expensive manner. READ MORE

4. 17. Data-Driven Methods for Reliability Evaluation of Power Cables in Smart Distribution Grids

   Author : Hassan Mashad Nemati; Sławomir Nowaczyk; Anita Pinheiro Sant'Anna; Antanas Verikas; Niklas Lavesson; Högskolan i Halmstad; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES;

   Abstract : This research aims to develop data-driven methods that automatically exploit historical data in smart distribution grids for reliability evaluation, i.e., analyzing frequency of failures, and modeling components’ lifetime. READ MORE

5. 18. Cognitively inspired design : Rethink the wheel for self-driving cars

   Author : Sara Mahmoud; Serge Thill; Henrik Svensson; Erik Billing; Alessandro Di Nuovo; Högskolan i Skövde; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Artificial cognitive systems; AI; self-driving cars; cognitive paradigms; emergent paradigm; curriculum learning; embodiment; enaction; Interaction Lab ILAB ; Interaction Lab ILAB ;

   Abstract : This thesis examines Cognitively Inspired Design (CID), which is the process of transferring cognitive science frameworks and theories to intelligent systems in an application context. The thesis studies the relation between cognitive science and the traditional approach to developing systems. READ MORE

6. 19. Conformal anomaly detection : Detecting abnormal trajectories in surveillance applications

   Author : Rikard Laxhammar; Göran Falkman; Pontus Svenson; Högskolan i Skövde; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; Anomaly detection; conformal prediction; trajectory analysis; video surveillance; maritime surveillance; Technology; Teknik; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

   Abstract : Human operators of modern surveillance systems are confronted with an increasing amount of trajectory data from moving objects, such as people, vehicles, vessels, and aircraft. A large majority of these trajectories reflect routine traffic and are uninteresting. READ MORE

7. 20. Towards Privacy Preserving Micro-data Analysis : A machine learning based perspective under prevailing privacy regulations

   Author : Navoda Senavirathne; Vicenç Torra; Maria Riveiro; Sonja Buchegger; Högskolan i Skövde; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; Data anonymization; data privacy; privacy-preserving machine learning; privacy preserving data publishing; personal data protection; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

   Abstract : Machine learning (ML) has been employed in a wide variety of domains where micro-data (i.e., personal data) are used in the training process. READ MORE