A survey on wearable sensor modality centred human activity recognition in health care
Increased life expectancy coupled with declining birth rates is leading to an aging
population structure. Aging-caused changes, such as physical or cognitive decline, could …
population structure. Aging-caused changes, such as physical or cognitive decline, could …
Distinguishing between facts and opinions for sentiment analysis: Survey and challenges
Sentiment analysis requires a lot of information coming from different sources and about
different topics to be retrieved and fused. For this reason, one of the most important subtasks …
different topics to be retrieved and fused. For this reason, one of the most important subtasks …
Convolutional MKL based multimodal emotion recognition and sentiment analysis
Technology has enabled anyone with an Internet connection to easily create and share their
ideas, opinions and content with millions of other people around the world. Much of the …
ideas, opinions and content with millions of other people around the world. Much of the …
A survey on semantic processing techniques
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …
era of powerful pre-trained language models and large language models, the advancement …
A survey on multi-view learning
In recent years, a great many methods of learning from multi-view data by considering the
diversity of different views have been proposed. These views may be obtained from multiple …
diversity of different views have been proposed. These views may be obtained from multiple …
[PDF][PDF] Multiple kernel learning algorithms
M Gönen, E Alpaydın - The Journal of Machine Learning Research, 2011 - jmlr.org
In recent years, several methods have been proposed to combine multiple kernels instead of
using a single one. These different kernels may correspond to using different notions of …
using a single one. These different kernels may correspond to using different notions of …
Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis
The advent of the Social Web has enabled anyone with an Internet connection to easily
create and share their ideas, opinions and content with millions of other people around the …
create and share their ideas, opinions and content with millions of other people around the …
Representative multiple kernel learning for classification in hyperspectral imagery
Recently, multiple kernel learning (MKL) methods have been developed to improve the
flexibility of kernel-based learning machine. The MKL methods generally focus on …
flexibility of kernel-based learning machine. The MKL methods generally focus on …
Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis
Pattern classification methods have been widely investigated for analysis of brain images to
assist the diagnosis of Alzheimer's disease (AD) and its early stage such as mild cognitive …
assist the diagnosis of Alzheimer's disease (AD) and its early stage such as mild cognitive …