Application of cognitive computing in healthcare, cybersecurity, big data and IoT: A literature review

AG Sreedevi, TN Harshitha, V Sugumaran… - Information Processing & …, 2022 - Elsevier
Human Intelligence is considered superior compared to Artificial Intelligence (AI) because of
its ability to adapt faster to changes. Due to increasing data deluge, it is cumbersome for …

Device clustering algorithm based on multimodal data correlation in cognitive Internet of Things

K Lin, D Wang, F Xia, H Ge - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
With the development of information network, the popularity of Internet of Things (IoT) is an
irreversible trend, and the intelligent demands for IoT is becoming more and more urgent …

Distributed information-based clustering of heterogeneous sensor data

J Chen, ID Schizas - Signal Processing, 2016 - Elsevier
Heterogeneous sensing systems, consisting of sensors with different sensing capabilities,
offer flexibility and provide multiple views of the sensed field by acquiring different types of …

Distributed MAXVAR: Identifying common signal components across the nodes of a sensor network

C Hovine, A Bertrand - 2021 29th European Signal Processing …, 2021 - ieeexplore.ieee.org
A wireless sensor network (WSN) consists of a collection of sensor nodes, which are
equipped with processing and wireless communication facilities to share data between each …

Simple and Scalable Algorithms for Cluster-Aware Precision Medicine

AM Buch, C Liston, L Grosenick - arXiv preprint arXiv:2211.16553, 2022 - arxiv.org
AI-enabled precision medicine promises a transformational improvement in healthcare
outcomes by enabling data-driven personalized diagnosis, prognosis, and treatment …

Dynamic data driven sensor network selection and tracking

ID Schizas, V Maroulas - Procedia Computer Science, 2015 - Elsevier
The deployment of networks of sensors and development of pertinent information
processing techniques can facilitate the requirement of situational awareness present in …

Multimodal Device Clustering Using Mobile Agent for Correlation in Sensor-Based IoT.

A Shukla, VK Singh, M Kalra - Adhoc & Sensor Wireless …, 2020 - search.ebscohost.com
Prolonging the overall network lifetime is an important challenge and clustering proves to be
a key solution towards it. The topology of the network such as sensor-based IoT is affected …

[PDF][PDF] Hierarchically Clustered PCA, LLE, and CCA via a Convex Clustering Penalty

AM Buch, C Liston, L Grosenick - assets.super.so
We introduce an unsupervised learning approach that combines the truncated singular
value decomposition with convex clustering to estimate within-cluster directions of maximum …

[PDF][PDF] Cluster-Aware Algorithms for AI-Enabled Precision Medicine

AM Buch, C Liston, L Grosenick - research.latinxinai.org
AI-enabled precision medicine promises a transformative improvement in healthcare
outcomes. However, training on biomedical data presents a challenge: such data are often …

Informative radar selection for tracking in radar networks

X Li, W Yi, T Zhang, G Cui, L Kong, X Yang - 2015 - IET
In radar networks, radar selection has played a more and more important role. Many radar
selection methods have been proposed. Recently a novel method which is based on …