Hadi Fanaee-T

Orcid: 0000-0001-8413-963X

According to our database1, Hadi Fanaee-T authored at least 34 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Natural Learning.
CoRR, 2024

Data Analytics for Improving Energy Efficiency in Short Sea Shipping.
CoRR, 2024

Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping.
CoRR, 2024

2023
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks.
Mach. Learn., February, 2023

1NN-DTW ARIMA LSTM: A new ensemble for forecasting multi-domain/multi-context time series.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep Scenarios.
Proceedings of the Discovery Science - 26th International Conference, 2023

2022
A Systematic Approach for Tracking the Evolution of XAI as a Field of Research.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Tensor Completion Post-Correction.
Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2021
Multi-aspect renewable energy forecasting.
Inf. Sci., 2021

Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition.
Data Min. Knowl. Discov., 2021

Tensor decomposition for analysing time-evolving social networks: an overview.
Artif. Intell. Rev., 2021

A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors".
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020
NORMO: A new method for estimating the number of components in CP tensor decomposition.
Eng. Appl. Artif. Intell., 2020

Extra-adaptive robust online subspace tracker for anomaly detection from streaming networks.
Eng. Appl. Artif. Intell., 2020

CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Iterative Multi-mode Discretization: Applications to Co-clustering.
Proceedings of the Discovery Science - 23rd International Conference, 2020

2019
Performance evaluation of methods for integrative dimension reduction.
Inf. Sci., 2019

Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization.
Bioinform., 2019

Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification.
Proceedings of the Discovery Science - 22nd International Conference, 2019

2018
Dynamic graph summarization: a tensor decomposition approach.
Data Min. Knowl. Discov., 2018

2017
Mobility Mining Using Nonnegative Tensor Factorization.
Proceedings of the Progress in Artificial Intelligence, 2017

The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016
Tensor-based anomaly detection: An interdisciplinary survey.
Knowl. Based Syst., 2016

Event detection from traffic tensors: A hybrid model.
Neurocomputing, 2016

SimTensor: A synthetic tensor data generator.
CoRR, 2016

2015
Tensor-based Event Detection
PhD thesis, 2015

Multi-aspect-streaming tensor analysis.
Knowl. Based Syst., 2015

EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance.
Intell. Data Anal., 2015

Eigenspace method for spatiotemporal hotspot detection.
Expert Syst. J. Knowl. Eng., 2015

2014
Event labeling combining ensemble detectors and background knowledge.
Prog. Artif. Intell., 2014

A Semantic VSM-Based Recommender System.
CoRR, 2014

Event and Anomaly Detection Using Tucker3 Decomposition.
CoRR, 2014

An eigenvector-based hotspot detection.
CoRR, 2014

2013
Bike Sharing Dataset.
Dataset, December, 2013


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