Browsing by Subject "SVM"
Now showing items 1-12 of 12
-
(2020-07-15)There are many inverse modeling methods to model the whole building energy use. Multiple linear regression (MLR) and change-point liner regression (CPLR) have been some of the most common methods due to their intelligibility ...
-
(2016-05-03)Endogenous fluorescence lifetime imaging microscopy (FLIM) provides a nondestructive means to interrogate the biochemical composition of biological tissues. Therefore, it has the potential to identify tissue pre-malignant ...
-
(2019-04-02)With intensive research in the fields of machine learning and neural networks to improve its accuracy comes the responsibility to realize feasible hardware solutions on battery powered IoT devices. This work presents a ...
-
(2016-08-02)Machine learning algorithms allow us to reason about and analyze large amounts of data. The support vector machine (SVM) is one popular learning algorithm, which has been applied to a broad range of applications. To this ...
-
(2017-12-08)The fourth risk factor for global mortality is lack of physical activity (PA). From the past to present, the relationship between public health and sedentary behavior or physical activity has been an interesting topic for ...
-
(2021-06-23)Thermal comfort is a crucial factor of people’s happiness and work productivity. In today’s predominant indoor lifestyle, people’s thermal comfort is controlled by HVAC (heating, ventilation, air conditioning) system in ...
-
(2022-12-12)Large-scale foodborne illness outbreaks may occur when there is cross-contamination among fresh produce during the washing stage of processing. This study evaluated the effectiveness of synthetic minority oversampling ...
-
(2016-07-20)Support Vector Machines (SVMs) is a popular method to solve standard machine learning tasks like classification, regression or clustering. There are many algorithms to solve the linear SVM classification problem. However, ...
-
This thesis gives a reliable machine model that recognizes the action of "look down at phone" and distinguishes it from other similar actions in a given consecutive video. It first reproduces facial recognition research ...
-
(2020-07-09)Maintenance costs and machine availability are the most important concerns of any company that owns large machinery, especially gas turbine engines. With the advent of the 4th wave of the industrial revolution also known ...
-
Vision-Based Stair Detection and Terrain Classification Algorithms for Multi-Terrain Mobile Robots (2022-04-19)This thesis presents vision-based stair detection and environment classification algorithms for mobile robots capable of traversing staircases and different types of terrains. These algorithms are developed for a specific ...
-
A model to detect yawning in a video sequence from a regular camera is proposed. Landmark detectors are able to quickly and accurately estimate the pose of a face with various amounts of light and facial expressions. We ...