Siham Tabik

About Siham Tabik

Siham Tabik, With an exceptional h-index of 28 and a recent h-index of 27 (since 2020), a distinguished researcher at Universidad de Granada, specializes in the field of Machine Learning, Computer Vision, Remote Sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Can citizen science and social media images support the detection of new invasion sites? A deep learning test case with Cortaderia selloana

Shrub of a thousand faces: an individual segmentation from satellite images using deep learning

Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data

What is the best RNN-cell structure to forecast each time series behavior?

Forest restoration is more than firing seeds from a drone

Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case

Siham Tabik Information

University

Position

Dpt. Computer Science and Artificial Intelligence

Citations(all)

9442

Citations(since 2020)

8902

Cited By

1862

hIndex(all)

28

hIndex(since 2020)

27

i10Index(all)

48

i10Index(since 2020)

38

Email

University Profile Page

Google Scholar

Siham Tabik Skills & Research Interests

Machine Learning

Computer Vision

Remote Sensing

Top articles of Siham Tabik

Can citizen science and social media images support the detection of new invasion sites? A deep learning test case with Cortaderia selloana

Ecological Informatics

2024/4/16

Siham Tabik
Siham Tabik

H-Index: 16

Ricardo Correia
Ricardo Correia

H-Index: 2

Shrub of a thousand faces: an individual segmentation from satellite images using deep learning

arXiv preprint arXiv:2401.17985

2024/1/31

Bidirectional recurrent imputation and abundance estimation of LULC classes with MODIS multispectral time series and geo-topographic and climatic data

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2024/1/29

Rohaifa Khaldi
Rohaifa Khaldi

H-Index: 6

Siham Tabik
Siham Tabik

H-Index: 16

What is the best RNN-cell structure to forecast each time series behavior?

Expert Systems with Applications

2023/4/1

Rohaifa Khaldi
Rohaifa Khaldi

H-Index: 6

Siham Tabik
Siham Tabik

H-Index: 16

Forest restoration is more than firing seeds from a drone

2022/5/18

Jorge Castro
Jorge Castro

H-Index: 18

Siham Tabik
Siham Tabik

H-Index: 16

Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models

Ecosystem Services

2022/4/1

Francesco Renna
Francesco Renna

H-Index: 9

Siham Tabik
Siham Tabik

H-Index: 16

TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

2022/3/30

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case

Information Fusion

2022/3/1

Action Recognition for Anomaly Detection Using Transfer Learning and Deep Architectures

2022

Human pose estimation for mitigating false negatives in weapon detection in video-surveillance

Neurocomputing

2022/6/7

VPP: Visibility-based Path Planning Heuristic for Monitoring Large Regions of Complex Terrain using a UAV Onboard Camera

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2022/1/1

Siham Tabik
Siham Tabik

H-Index: 16

Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

Scientific Data

2022/11/9

Climate legacies drive the distribution and future restoration potential of dryland forests

Nature plants

2022/8

CI-dataset and DetDSCI methodology for detecting too small and too large critical infrastructures in satellite images: airports and electrical substations as case study

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2021.3128994

2021/12/18

A data relocation approach for terrain surface analysis on multi-GPU systems: a case study on the total viewshed problem

International Journal of Geographical Information Science

2021/8/3

Siham Tabik
Siham Tabik

H-Index: 16

Deep learning assessment of cultural ecosystem services from social media images

bioRxiv

2021/6/23

Francesco Renna
Francesco Renna

H-Index: 9

Siham Tabik
Siham Tabik

H-Index: 16

MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance

arXiv preprint arXiv:2104.11653

2021/4/23

Olive tree biovolume from UAV multi-resolution image segmentation with mask R-CNN

Sensors

2021/2/25

Siham Tabik
Siham Tabik

H-Index: 16

MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification

Neurocomputing

2021/1/8

Mask R-CNN and OBIA fusion improves the segmentation of scattered vegetation in very high-resolution optical sensors

Sensors

2021/1/5

Siham Tabik
Siham Tabik

H-Index: 16

Javier Cabello
Javier Cabello

H-Index: 7

See List of Professors in Siham Tabik University(Universidad de Granada)

Co-Authors

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