Essays about: "space efficient"

Showing result 1 - 5 of 462 essays containing the words space efficient.

1. 1. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Nikolaos Staikos; [2024]
   Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

   Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

3. 2. ENERGY EFFICIENCY RATING IN DIGITAL SPACE : System Conscious Of Potential Energy Saving (SCOPES)

   University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

   Author : Hanna Jansson; [2024]
   Keywords : Energy Efficiency Rating; Web Development; Web Design; Webpage Weight; Sustainable Design; Energy saving;

   Abstract : Can a tool effectively aid user experience (UX) and user interface (UI) designers, along with frontend developers, in implementing more energy efficient websites? The foundation for formulating the thesis questions and identifying the issue was laid through an exploration of related work. This study aims to present the development of a tool encompassing recommendations and practices from existing research, providing valuable support for designers and developers. READ MORE

4. 3. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Jonna Matthiesen; [2023-10-24]
   Keywords : Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

   Abstract : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. READ MORE

5. 4. On Expressing Automotive Maneuvers with SFC

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Zizhuang Cui; Jiacheng Li; [2023-10-05]
   Keywords : space-filling curve; Software engineering; software testing; taxonomy;

   Abstract : Conventional methods for testing autonomous driving software often involve dealing with a large number of dimensions, which can complicate the processing and analysis of test datasets. Therefore, there is a pressing need to develop a more efficient approach that is both time and cost-effective. READ MORE

6. 5. On Systematically Exploring the State Space for Events with SFCs

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Younis Akel; Gianmarco Iachella; [2023-08-07]
   Keywords : Autonomous driving systems; scenario-based testing; space-filling curve SFC ; characteristic stripe patterns CSP ; permutations; state-space; areas of interest AOI ;

   Abstract : In the process of developing autonomous driving systems (AD systems), ensuring safety remains a constant and continuous priority. Scenario-based testing is a popular approach to guarantee the safety of AD systems, which however meets challenges in terms of diversity and efficiency of generation, as well as evaluating existing test case datasets in terms of their coverage of the different variations of a particular maneuver. READ MORE