Publications (89) SIHAM TABIK OULED HROUR publications

2024

  1. Automated precise seeding with drones and artificial intelligence: a workflow

    Restoration Ecology

  2. 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, Vol. 17, pp. 4626-4645

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

    Ecological Informatics, Vol. 81

2023

  1. Forest restoration is more than firing seeds from a drone

    Restoration Ecology, Vol. 31, Núm. 1

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

    Expert Systems with Applications, Vol. 215

2022

  1. Action Recognition for Anomaly Detection Using Transfer Learning and Deep Architectures

    Lecture Notes in Networks and Systems

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

    Ecosystem Services, Vol. 54

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

    Nature Plants, Vol. 8, Núm. 8, pp. 879-886

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

    Information Fusion, Vol. 79, pp. 58-83

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

    Neurocomputing, Vol. 489, pp. 488-503

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

    Scientific Data

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

    Earth System Science Data

  8. 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, Vol. 15, pp. 944-955

2021

  1. 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, Vol. 35, Núm. 8, pp. 1500-1520

  2. 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, Vol. 14, pp. 12149-12162

  3. Inteligencia artificial y tecnologías digitales para los ODS

    Real Academia de Ingeniería

  4. Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges

    Information Fusion, Vol. 67, pp. 161-194

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

    Sensors (Switzerland), Vol. 21, Núm. 1, pp. 1-17

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

    Neurocomputing, Vol. 420, pp. 266-280

  7. Olive tree biovolume from uav multi-resolution image segmentation with mask r-cnn

    Sensors, Vol. 21, Núm. 5, pp. 1-17