Hadi Fanaee-T

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Natural Learning.

Hadi Fanaee-T

CoRR, 2024

Data Analytics for Improving Energy Efficiency in Short Sea Shipping.

Mohamed Abuella, Hadi Fanaee Tork, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

CoRR, 2024

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

Mohamed Abuella, Hadi Fanaee Tork, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

CoRR, 2024

2023

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

Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc

Mach. Learn., February, 2023

1NN-DTW ARIMA LSTM: A new ensemble for forecasting multi-domain/multi-context time series.

Hadi Fanaee-T

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.

Dennis Slepov, Arunas Kalinauskas, Hadi Fanaee-T

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

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

Samaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Tensor Completion Post-Correction.

Hadi Fanaee-T

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2021

Multi-aspect renewable energy forecasting.

Roberto Corizzo, Michelangelo Ceci, Hadi Fanaee-T, João Gama

Inf. Sci., 2021

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

Chi Zhang, Hadi Fanaee-T, Magne Thoresen

Data Min. Knowl. Discov., 2021

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

Sofia Fernandes, Hadi Fanaee-T, João Gama

Artif. Intell. Rev., 2021

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

Noorali Raeeji Yanehsari, Hadi Fanaee-T, Mahmoud Rahat

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.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Eng. Appl. Artif. Intell., 2020

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

Maryam Amoozegar, Behrouz Minaei-Bidgoli, Mansoor Rezghi, Hadi Fanaee-T

Eng. Appl. Artif. Intell., 2020

CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors.

Hadi Fanaee-T, Mohamed-Rafik Bouguelia, Mahmoud Rahat, Jonathan Blixt, Harpal Singh

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.

Hadi Fanaee-T, Magne Thoresen

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Performance evaluation of methods for integrative dimension reduction.

Hadi Fanaee-T, Magne Thoresen

Inf. Sci., 2019

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

Hadi Fanaee-T, Magne Thoresen

Bioinform., 2019

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

Sofia Fernandes, Hadi Fanaee-T, João Gama

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Dynamic graph summarization: a tensor decomposition approach.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Data Min. Knowl. Discov., 2018

2017

Mobility Mining Using Nonnegative Tensor Factorization.

Hamid Eslami Nosratabadi, Hadi Fanaee-T, João Gama

Proceedings of the Progress in Artificial Intelligence, 2017

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

Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Tensor-based anomaly detection: An interdisciplinary survey.

Hadi Fanaee-T, João Gama

Knowl. Based Syst., 2016

Event detection from traffic tensors: A hybrid model.

Hadi Fanaee-T, João Gama

Neurocomputing, 2016

SimTensor: A synthetic tensor data generator.

Hadi Fanaee-T, João Gama

CoRR, 2016

2015

Tensor-based Event Detection

Hadi Fanaee Tork

PhD thesis, 2015

Multi-aspect-streaming tensor analysis.

Hadi Fanaee-T, João Gama

Knowl. Based Syst., 2015

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

Hadi Fanaee-T, João Gama

Intell. Data Anal., 2015

Eigenspace method for spatiotemporal hotspot detection.

Hadi Fanaee-T, João Gama

Expert Syst. J. Knowl. Eng., 2015

2014

Event labeling combining ensemble detectors and background knowledge.

Hadi Fanaee-T, João Gama

Prog. Artif. Intell., 2014

A Semantic VSM-Based Recommender System.

Hadi Fanaee-T, Mehran Yazdi

CoRR, 2014

Event and Anomaly Detection Using Tucker3 Decomposition.

Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla

CoRR, 2014

An eigenvector-based hotspot detection.

Hadi Fanaee-T, João Gama

CoRR, 2014

2013

Bike Sharing Dataset.

Hadi Fanaee-T

Dataset, December, 2013