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Hadi Fanaee-T
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2020 – today
- 2024
- [i9]Mohamed Abuella, Hadi Fanaee Tork, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani:
Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping. CoRR abs/2402.00698 (2024) - [i8]Mohamed Abuella, Hadi Fanaee Tork, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani:
Data Analytics for Improving Energy Efficiency in Short Sea Shipping. CoRR abs/2404.00902 (2024) - [i7]Hadi Fanaee-T:
Natural Learning. CoRR abs/2404.05903 (2024) - 2023
- [j15]Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc:
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks. Mach. Learn. 112(2): 459-481 (2023) - [c10]Dennis Slepov, Arunas Kalinauskas, Hadi Fanaee-T:
A Universal Approach for Post-correcting Time Series Forecasts: Reducing Long-Term Errors in Multistep Scenarios. DS 2023: 553-566 - [c9]Hadi Fanaee-T:
1NN-DTW ARIMA LSTM: A new ensemble for forecasting multi-domain/multi-context time series. DSAA 2023: 1-10 - 2022
- [c8]Hadi Fanaee-T:
Tensor Completion Post-Correction. IDA 2022: 89-101 - [c7]Samaneh Jamshidi, Slawomir Nowaczyk, Hadi Fanaee-T, Mahmoud Rahat:
A Systematic Approach for Tracking the Evolution of XAI as a Field of Research. PKDD/ECML Workshops (2) 2022: 461-476 - 2021
- [j14]Sofia Fernandes, Hadi Fanaee-T, João Gama:
Tensor decomposition for analysing time-evolving social networks: an overview. Artif. Intell. Rev. 54(4): 2891-2916 (2021) - [j13]Chi Zhang, Hadi Fanaee-T, Magne Thoresen:
Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition. Data Min. Knowl. Discov. 35(4): 1760-1784 (2021) - [j12]Roberto Corizzo, Michelangelo Ceci, Hadi Fanaee-T, João Gama:
Multi-aspect renewable energy forecasting. Inf. Sci. 546: 701-722 (2021) - [c6]Noorali Raeeji Yanehsari, Hadi Fanaee-T, Mahmoud Rahat:
A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors". DSAA 2021: 1-6 - 2020
- [j11]Maryam Amoozegar, Behrouz Minaei-Bidgoli, Mansoor Rezghi, Hadi Fanaee-T:
Extra-adaptive robust online subspace tracker for anomaly detection from streaming networks. Eng. Appl. Artif. Intell. 94: 103741 (2020) - [j10]Sofia Fernandes, Hadi Fanaee-T, João Gama:
NORMO: A new method for estimating the number of components in CP tensor decomposition. Eng. Appl. Artif. Intell. 96: 103926 (2020) - [c5]Hadi Fanaee-T, Magne Thoresen:
Iterative Multi-mode Discretization: Applications to Co-clustering. DS 2020: 94-105 - [c4]Hadi Fanaee-T, Mohamed-Rafik Bouguelia, Mahmoud Rahat, Jonathan Blixt, Harpal Singh:
CycleFootprint: A Fully Automated Method for Extracting Operation Cycles from Historical Raw Data of Multiple Sensors. IoT Streams/ITEM@PKDD/ECML 2020: 30-44
2010 – 2019
- 2019
- [j9]Hadi Fanaee-T, Magne Thoresen:
Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization. Bioinform. 35(10): 1625-1633 (2019) - [j8]Hadi Fanaee-T, Magne Thoresen:
Performance evaluation of methods for integrative dimension reduction. Inf. Sci. 493: 105-119 (2019) - [c3]Sofia Fernandes, Hadi Fanaee-T, João Gama:
Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification. DS 2019: 385-395 - 2018
- [j7]Sofia Fernandes, Hadi Fanaee-T, João Gama:
Dynamic graph summarization: a tensor decomposition approach. Data Min. Knowl. Discov. 32(5): 1397-1420 (2018) - 2017
- [c2]Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama:
The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. DSAA 2017: 99-108 - [c1]Hamid Eslami Nosratabadi, Hadi Fanaee-T, João Gama:
Mobility Mining Using Nonnegative Tensor Factorization. EPIA 2017: 321-330 - 2016
- [j6]Hadi Fanaee-T, João Gama:
Event detection from traffic tensors: A hybrid model. Neurocomputing 203: 22-33 (2016) - [j5]Hadi Fanaee-T, João Gama:
Tensor-based anomaly detection: An interdisciplinary survey. Knowl. Based Syst. 98: 130-147 (2016) - [i6]Hadi Fanaee-T, João Gama:
SimTensor: A synthetic tensor data generator. CoRR abs/1612.03772 (2016) - 2015
- [b1]Hadi Fanaee Tork:
Tensor-based Event Detection. University of Porto, Portugal, 2015 - [j4]Hadi Fanaee-T, João Gama:
Eigenspace method for spatiotemporal hotspot detection. Expert Syst. J. Knowl. Eng. 32(3): 454-464 (2015) - [j3]Hadi Fanaee-T, João Gama:
EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance. Intell. Data Anal. 19(3): 597-616 (2015) - [j2]Hadi Fanaee-T, João Gama:
Multi-aspect-streaming tensor analysis. Knowl. Based Syst. 89: 332-345 (2015) - 2014
- [j1]Hadi Fanaee-T, João Gama:
Event labeling combining ensemble detectors and background knowledge. Prog. Artif. Intell. 2(2-3): 113-127 (2014) - [i5]Hadi Fanaee-T, João Gama:
An eigenvector-based hotspot detection. CoRR abs/1406.3191 (2014) - [i4]Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla:
Event and Anomaly Detection Using Tucker3 Decomposition. CoRR abs/1406.3266 (2014) - [i3]Hadi Fanaee-T, Mehran Yazdi:
A Semantic VSM-Based Recommender System. CoRR abs/1406.3277 (2014) - [i2]Hadi Fanaee-T, João Gama:
EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance. CoRR abs/1406.3496 (2014) - [i1]Hadi Fanaee-T, João Gama:
Eigenspace Method for Spatiotemporal Hotspot Detection. CoRR abs/1406.3506 (2014) - 2013
- [d1]Hadi Fanaee-T:
Bike Sharing Dataset. UCI Machine Learning Repository, 2013
Coauthor Index
aka: João Manuel Portela da Gama
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