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Data Analytics for Cybersecurity

Janeja, Vandana P.

1, 2022

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Audio deepfakes: A survey

Frontiers in big data, 2023-01, Vol.5, p.1001063-1001063

2023

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Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies

Journal of cybersecurity and privacy, 2021-12, Vol.1 (4), p.638-659

2021

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STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery

Knowledge and information systems, 2015-05, Vol.43 (2), p.333-353

2015

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Discovery of multi-domain spatiotemporal associations

GeoInformatica, 2024-07, Vol.28 (3), p.353-379

2024

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Density-Based Spatial Anomalous Window Discovery

International journal of data warehousing and mining, 2022-01, Vol.18 (1), p.1-23

2022

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Change Detection in Large Evolving Networks

International journal of data warehousing and mining, 2019-04, Vol.15 (2), p.62-79

2019

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Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis

International journal of data warehousing and mining, 2020-10, Vol.16 (4), p.63-83

2020

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Multi-domain anomaly detection in spatial datasets

Knowledge and information systems, 2013-09, Vol.36 (3), p.749-788

2013

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Anomalous Window Discovery for Linear Intersecting Paths

IEEE transactions on knowledge and data engineering, 2011-12, Vol.23 (12), p.1857-1871

2011

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Human perspective to anomaly detection for cybersecurity

Journal of intelligent information systems, 2014-02, Vol.42 (1), p.133-153

2014

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Collaborative data mining for clinical trial analytics

Intelligent data analysis, 2018-01, Vol.22 (3), p.491-513

2018

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An Assessment of Patient Behavior Over Time–Periods: A Case Study of Managing Type 2 Diabetes Through Blood Glucose Readings and Insulin Doses

Journal of medical systems, 2012-11, Vol.36 (Suppl 1), p.65-80

2012

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Random Walks to Identify Anomalous Free-Form Spatial Scan Windows

IEEE transactions on knowledge and data engineering, 2008-10, Vol.20 (10), p.1378-1392

2008

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Discovery of temporal neighborhoods through discretization methods

Intelligent data analysis, 2014-01, Vol.18 (4), p.609-636

2014

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Context aware discovery in web data through anomaly detection

International journal of web engineering and technology, 2015, Vol.10 (1), p.3

2015

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Spatial neighborhood based anomaly detection in sensor datasets

Data mining and knowledge discovery, 2010-03, Vol.20 (2), p.221-258

2010

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Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS)

International journal of data warehousing and mining, 2013-01, Vol.9 (1), p.28-55

2013

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Spatial outlier detection in heterogeneous neighborhoods

Intelligent data analysis, 2009-01, Vol.13 (1), p.85-107

2009

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An Empirical Evaluation of Similarity Coefficients for Binary Valued Data

International journal of data warehousing and mining, 2011-04, Vol.7 (2), p.44-66

2011

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Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation

2023 IEEE International Conference on Intelligence and Security Informatics (ISI), 2023, p.01-06

2023

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Metrics for the Quality and Consistency of Ice Layer Annotations

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, p.4935-4938

2023

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Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics

2015 International Conference on Healthcare Informatics, 2015, p.521-522

2015

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A place for (socio)linguistics in audio deepfake detection and discernment: Opportunities for convergence and interdisciplinary collaboration

Language and linguistics compass, 2024-09, Vol.18 (5), p.n/a

2024

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PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets

Database Systems for Advanced Applications, 2017, Vol.10178, p.672-676

2017

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Data Analytics for Cybersecurity

Audio deepfakes: A survey

Insights into Organizational Security Readiness: Lessons Learned from Cyber-Attack Case Studies

STenSr: Spatio-temporal tensor streams for anomaly detection and pattern discovery

Discovery of multi-domain spatiotemporal associations

Density-Based Spatial Anomalous Window Discovery

Change Detection in Large Evolving Networks

Discovering Similarity Across Heterogeneous Features: A Case Study of Clinico-Genomic Analysis

Multi-domain anomaly detection in spatial datasets

Anomalous Window Discovery for Linear Intersecting Paths

Human perspective to anomaly detection for cybersecurity

Collaborative data mining for clinical trial analytics

An Assessment of Patient Behavior Over Time–Periods: A Case Study of Managing Type 2 Diabetes Through Blood Glucose Readings and Insulin Doses

Random Walks to Identify Anomalous Free-Form Spatial Scan Windows

Discovery of temporal neighborhoods through discretization methods

Context aware discovery in web data through anomaly detection

Spatial neighborhood based anomaly detection in sensor datasets

Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS)

Spatial outlier detection in heterogeneous neighborhoods

An Empirical Evaluation of Similarity Coefficients for Binary Valued Data

Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation

Metrics for the Quality and Consistency of Ice Layer Annotations

Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics

A place for (socio)linguistics in audio deepfake detection and discernment: Opportunities for convergence and interdisciplinary collaboration

PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets

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