Essays about: "Tailored tasks"

Showing result 1 - 5 of 26 essays containing the words Tailored tasks.

1. 1. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
   Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

   Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

3. 2. Forecasting With Feature-Based Time Series Clustering

   University essay from Jönköping University/Tekniska Högskolan

   Author : Conrad Tingström; Johan Åkerblom Svensson; [2023]
   Keywords : demand forecasting; time series prediction; time series clustering;

   Abstract : Time series prediction plays a pivotal role in various areas, including for example finance, weather forecasting, and traffic analysis. In this study, time series of historical sales data from a packaging manufacturer is used to investigate the effects that clustering such data has on forecasting performance. READ MORE

4. 3. An Intervention Study on the Use of Artificial Intelligence in the ESL Classroom: English teacher perspectives on the Effectiveness of ChatGPT for Personalized Language LearningEn

   University essay from Malmö universitet/Fakulteten för lärande och samhälle (LS)

   Author : Abrar Mohammad Ali; [2023]
   Keywords : ChatGPT; AI-based tools; Personalized language learning; ESL classroom; ESL; L2; Individualized learning; Tailored tasks; Digital-tools; Chatbots; Artificial Intelligence TPACK; Adaptive learning; educational tools;

   Abstract : The recent release of AI tools for public use allows for the development of novel teaching approaches for goals that often present challenges in the classroom, such as the need for personalized learning materials. The current study enlists a four-week ChatGPT-based personalized learning intervention in tandem with a teacher questionnaire and interviews in two upper-secondary schools in Southern Sweden to investigate English teacher perceptions of the benefits and challenges of using AI for personalized language learning. READ MORE

5. 4. Knowledge Graph Creation and Software Testing

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Aishwarya Kyasa; [2023]
   Keywords : RDF; IKEA Approach; RML; Data Transformation; Knowledge Graph Creation.;

   Abstract : Background: With the burgeoning volumes of data, efficient data transformation techniques are crucial. RDF mapping language has been recognized as a conventional method, whileIKEA the Knowledge graph’s approach brings a new perspective with tailored functions and schema definitions. READ MORE

6. 5. Design-Manufacturing Integration : Challenges in change management for new component in-house manufacturing

   University essay from KTH/Maskinkonstruktion (Inst.)

   Author : Siet-Ling Law Hing Ping; Rahul Suresh; [2022]
   Keywords : Computer Aided Design CAD ; engineering drawings; cable harness; R D; production; design-manufacturing integration; collaborative product development; model based definition; Computer Aided Design CAD ; ingenjörsritningar; FoU; produktion; design-tillverkning integration; kollaborativ produktutveckling; modellbaserad utveckling;

   Abstract : In the highly competitive transportation industry, one way to gain a competitive advantage is to ensure the customer needs are satisfied and tailored according to each customer’s need. Scania’s one of the core values is customers first and believes that the organization is successful only when its customers are successful. READ MORE