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An Eigenspace approach for detecting multiple space-time disease clusters: Application to measles hotspots detection in Khyber-Pakhtunkhwa, Pakistan

PloS one, 2018-06, Vol.13 (6), p.e0199176-e0199176

2018

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Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization

Bioinformatics, 2019-05, Vol.35 (10), p.1625-1633

2019

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Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition

Data mining and knowledge discovery, 2021-07, Vol.35 (4), p.1760-1784

2021

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Event detection from traffic tensors: A hybrid model

Neurocomputing (Amsterdam), 2016-08, Vol.203, p.22-33

2016

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Tensor decomposition for analysing time-evolving social networks: an overview

The Artificial intelligence review, 2021-04, Vol.54 (4), p.2891-2916

2021

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Eigenspace method for spatiotemporal hotspot detection

Expert systems, 2015-06, Vol.32 (3), p.454-464

2015

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An Eigenspace Method for Detecting Space-Time Disease Clusters with Unknown Population-Data

Computers, materials & continua, 2022-01, Vol.70 (1), p.1945-1953

2022

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Space-time Cluster Analysis of Accidental Oil Spills in Rivers State, Nigeria, 2011-2019

Computers, materials & continua, 2021, Vol.66 (3), p.3065-3074

2021

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A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors"

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), 2021, p.1-6

2021

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The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction

2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, p.99-108

2017

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Event labeling combining ensemble detectors and background knowledge

Progress in artificial intelligence, 2014-06, Vol.2 (2-3), p.113-127

2014

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Tensor-based anomaly detection: An interdisciplinary survey

Knowledge-based systems, 2016-04, Vol.98, p.130-147

2016

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Multi-aspect renewable energy forecasting

Information sciences, 2021-02, Vol.546, p.701-722

2021

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Performance evaluation of methods for integrative dimension reduction

Information sciences, 2019-08, Vol.493, p.105-119

2019

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Iterative Multi-mode Discretization: Applications to Co-clustering

Discovery Science, 2020, p.94-105

2020

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Multi-aspect-streaming tensor analysis

Knowledge-based systems, 2015-11, Vol.89, p.332-345

2015

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WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks

Machine learning, 2023-02, Vol.112 (2), p.459-481

2023

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Dynamic graph summarization: a tensor decomposition approach

Data mining and knowledge discovery, 2018-09, Vol.32 (5), p.1397-1420

2018

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NORMO: A new method for estimating the number of components in CP tensor decomposition

Engineering applications of artificial intelligence, 2020-11, Vol.96, p.103926, Article 103926

2020

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Extra-adaptive robust online subspace tracker for anomaly detection from streaming networks

Engineering applications of artificial intelligence, 2020-09, Vol.94, p.103741, Article 103741

2020

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EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance

Intelligent data analysis, 2015-06, Vol.19 (3), p.597-616

2015

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A Systematic Approach for Tracking the Evolution of XAI as a Field of Research

Machine Learning and Principles and Practice of Knowledge Discovery in Databases, p.461-476

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Space-Time Clustering Characteristics of Tuberculosis in Khyber Pakhtunkhwa Province, Pakistan, 2015-2019

International journal of environmental research and public health, 2020-02, Vol.17 (4), p.1413

2020

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Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification

Discovery Science, p.385-395

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A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep Scenarios

Discovery Science, 2023, p.553-566

2023

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An Eigenspace approach for detecting multiple space-time disease clusters: Application to measles hotspots detection in Khyber-Pakhtunkhwa, Pakistan

Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization

Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition

Event detection from traffic tensors: A hybrid model

Tensor decomposition for analysing time-evolving social networks: an overview

Eigenspace method for spatiotemporal hotspot detection

An Eigenspace Method for Detecting Space-Time Disease Clusters with Unknown Population-Data

Space-time Cluster Analysis of Accidental Oil Spills in Rivers State, Nigeria, 2011-2019

A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors"

The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction

Event labeling combining ensemble detectors and background knowledge

Tensor-based anomaly detection: An interdisciplinary survey

Multi-aspect renewable energy forecasting

Performance evaluation of methods for integrative dimension reduction

Iterative Multi-mode Discretization: Applications to Co-clustering

Multi-aspect-streaming tensor analysis

WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks

Dynamic graph summarization: a tensor decomposition approach

NORMO: A new method for estimating the number of components in CP tensor decomposition

Extra-adaptive robust online subspace tracker for anomaly detection from streaming networks

EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance

A Systematic Approach for Tracking the Evolution of XAI as a Field of Research

Space-Time Clustering Characteristics of Tuberculosis in Khyber Pakhtunkhwa Province, Pakistan, 2015-2019

Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification

A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep Scenarios

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