iCVI-ARTMAP: using incremental cluster validity indices and adaptive resonance theory reset mechanism to accelerate validation and achieve multiprototype …
LEB da Silva, N Rayapati… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents an adaptive resonance theory predictive map** (ARTMAP) model,
which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning …
which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning …
Early detection of health changes in the elderly using in-home multi-sensor data streams
The rapid aging of the population worldwide requires increased attention from healthcare
providers and the entire society. For the elderly to live independently, many health issues …
providers and the entire society. For the elderly to live independently, many health issues …
Incremental cluster validity index-guided online learning for performance and robustness to presentation order
LEB da Silva, N Rayapati… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In streaming data applications, the incoming samples are processed and discarded, and
therefore, intelligent decision-making is crucial for the performance of lifelong learning …
therefore, intelligent decision-making is crucial for the performance of lifelong learning …
Temporal silhouette: validation of stream clustering robust to concept drift
Stream clustering is required in applications where data is generated continuously or
periodically and must be processed considering its temporal nature. In the absence of a …
periodically and must be processed considering its temporal nature. In the absence of a …
Development of a 3D immersive game for games and systems requirements capture
Requirements collection and elicitation is generally recognised as an abstract and
complicated area with a reputation of being underdeveloped in computing and games …
complicated area with a reputation of being underdeveloped in computing and games …
Fuzzy-Enhanced Analysis of Streaming Clustering: Exploring Drift and Growth of Clusters
D Zou, OA Ibrahim, JM Keller - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this paper, we introduce four novel measures designed to assess the growth and drift of
clusters in the context of streaming data analysis: Local Incremental Drift (LID), Global …
clusters in the context of streaming data analysis: Local Incremental Drift (LID), Global …
Incremental Cluster Validity Index for Predicting Early Signs of Change in Data Streams
OA Ibrahim, M Reformat… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, we propose an incremental version of the SD cluster validity index for
streaming data monitoring and predicting early signs of change. The proposed incremental …
streaming data monitoring and predicting early signs of change. The proposed incremental …
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive map** and incremental cluster validity indices
LEB da Silva, N Rayapati, DC Wunsch II - ar** (ARTMAP) model
which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning …
which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning …
Cooperative navigation of small satellites in the deep space environment
JC Davis - 2021 - scholarsmine.mst.edu
Abstract “The continued development of small satellites (SmallSats) has made them an
increasingly viable mission alternative to traditional monolithic spacecraft. Constellations …
increasingly viable mission alternative to traditional monolithic spacecraft. Constellations …