Results 301 to 310 of about 2,566,212 (336)

Forest Gaps and Isolated Savanna Trees

BioScience, 1994
O ver the past two decades, understanding of the dynamics of forests in tropical and temperate regions has developed primarily through the study of canopy gaps formed when mature trees die. The functional significance of gap-phase dynamics (Watt 1947) in mesic (moist) forests rests on two widely documented observations. First, the surrounding matrix of
A. Joy Belsky, Charles D. Canham
openaire   +1 more source

Anomaly Detection in Streaming Data using Isolation Forest

2024 Seventh International Women in Data Science Conference at Prince Sultan University (WiDS PSU)
In the era of constant data generation and exchange, the concept of data streams, which entails the rapid and organized transmission of vast volumes of data online, has become prevalent.
Mohammed Shaker Kareem, L. Muhammed
semanticscholar   +1 more source

An Ensemble Framework for Network Anomaly Detection Using Isolation Forest and Autoencoders

2024 International Conference on Advances in Data Engineering and Intelligent Computing Systems (ADICS)
In today's digitally interconnected world, securing computer networks against potential threats is of utmost importance integrity and confidentiality of sensitive information are some of the integral concerns when securing the networks from malicious ...
M. G, V. A, S. S, S. M, S. M
semanticscholar   +1 more source

Boosting Anomaly Detection in Financial Transactions: Leveraging Deep Learning with Isolation Forest for Enhanced Accuracy

2024 International Conference on Artificial Intelligence and Quantum Computation-Based Sensor Application (ICAIQSA)
Anomaly detection in financial transactions is paramount for safeguarding against fraudulent activities that pose significant risks to financial institutions and customers alike.
Prateek Kumar Bansal, Divya Nimma, Nripendra Narayan Das, Bvn Prasad Paruchuri, Harishchander Anandaram, M. Karthik   +5 more
semanticscholar   +1 more source

Isolated Forest Based Flame Recognition

2023 35th Chinese Control and Decision Conference (CCDC), 2023
Qiliang Guo, Shaolin Hu, Wenqiang Jiang
openaire   +1 more source

Ecological Decay on Isolated Forest Fragments

Lessons in Conservation, 2010
For this exercise, imagine that you belong to a Non-Governmental Organization which advises the Government of Venezuela on all domestic environmental issues. Eleven years ago, the Government created a large hydroelectric reservoir by submerging a large area of pristine tropical forest leaving only islands of forest where the high elevation areas remain
openaire   +1 more source

Distribution Forest: An Anomaly Detection Method Based on Isolation Forest

2019
Anomaly detection refers to finding patterns in the data that do not meet expectations. Anomaly detection has a variety of application domains and scenarios, such as network intrusion detection, fraud detection and fault detection. This paper proposes a new anomaly detection method Distribution Forest (dForest) inspired by Isolation Forest (iForest ...
Chengfei Yao, Xiaoqing Ma, Biao Chen, Xiaosong Zhao, Gang Bai   +4 more
openaire   +1 more source

Integrative oncology: Addressing the global challenges of cancer prevention and treatment

Ca-A Cancer Journal for Clinicians, 2022
Jun J Mao,, Msce, Lorenzo Cohen, Karen M Mustian   +2 more
exaly  

Real-time anomaly detection of short-term traffic disruptions in urban areas through adaptive isolation forest

Journal of Intelligent Transportation Systems / Taylor & Francis
Jingqin Gao, K. Ozbay, Yu Hu
semanticscholar   +1 more source

Adaptive Anomaly Detection using Isolation Forest

2009
Abstract : This project developed an adaptive anomaly detection system based on Isolation Forest, applicable to data stream which demands single-scan online algorithms with poly-logarithmic time and space complexities. The proposed system based on Half-Space Tree, an extension of Isolation Forest, is not only capable of detecting anomalies when the ...
openaire   +1 more source