Hadi Fanaee-T

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Dimension Reduction

Tensor Decomposition

Event Detection

Top Venues

Data Min. Knowl. Discov.

Knowl. Based Syst.

Publications

Hadi Fanaee-T
Natural Learning. CoRR (2024)
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) (2023)
Hadi Fanaee-T
1NN-DTW ARIMA LSTM: A new ensemble for forecasting multi-domain/multi-context time series. DSAA (2023)
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)
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)
Hadi Fanaee-T
Tensor Completion Post-Correction. IDA (2022)
Sofia Fernandes, Hadi Fanaee-T, João Gama
Tensor decomposition for analysing time-evolving social networks: an overview. Artif. Intell. Rev. 54 (4) (2021)
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) (2021)
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)
Roberto Corizzo, Michelangelo Ceci, Hadi Fanaee-T, João Gama
Multi-aspect renewable energy forecasting. Inf. Sci. 546 (2021)
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 (2020)
Hadi Fanaee-T, Magne Thoresen
Iterative Multi-mode Discretization: Applications to Co-clustering. DS (2020)
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)
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 (2020)
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)
Hadi Fanaee-T, Magne Thoresen
Performance evaluation of methods for integrative dimension reduction. Inf. Sci. 493 (2019)
Hadi Fanaee-T, Magne Thoresen
Multi-insight visualization of multi-omics data via ensemble dimension reduction and tensor factorization. Bioinform. 35 (10) (2019)
Sofia Fernandes, Hadi Fanaee-T, João Gama
Dynamic graph summarization: a tensor decomposition approach. Data Min. Knowl. Discov. 32 (5) (2018)
Hamid Eslami Nosratabadi, Hadi Fanaee-T, João Gama
Mobility Mining Using Nonnegative Tensor Factorization. EPIA (2017)
Hadi Fanaee-T, João Gama
Tensor-based anomaly detection: An interdisciplinary survey. Knowl. Based Syst. 98 (2016)
Hadi Fanaee-T, João Gama
Event detection from traffic tensors: A hybrid model. Neurocomputing 203 (2016)
Hadi Fanaee-T, João Gama
SimTensor: A synthetic tensor data generator. CoRR (2016)
Hadi Fanaee-T, João Gama
Multi-aspect-streaming tensor analysis. Knowl. Based Syst. 89 (2015)
Hadi Fanaee-T, João Gama
Eigenspace method for spatiotemporal hotspot detection. Expert Syst. J. Knowl. Eng. 32 (3) (2015)
Hadi Fanaee-T, João Gama
EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance. Intell. Data Anal. 19 (3) (2015)
Hadi Fanaee-T, João Gama
Eigenspace Method for Spatiotemporal Hotspot Detection. CoRR (2014)
Hadi Fanaee-T, João Gama
Event labeling combining ensemble detectors and background knowledge. Prog. Artif. Intell. 2 (2-3) (2014)
Hadi Fanaee-T, João Gama
EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance. CoRR (2014)
Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla
Event and Anomaly Detection Using Tucker3 Decomposition. CoRR (2014)
Hadi Fanaee-T, João Gama
An eigenvector-based hotspot detection. CoRR (2014)
Hadi Fanaee-T, Mehran Yazdi
A Semantic VSM-Based Recommender System. CoRR (2014)