Javad Sheikh - UTU Research Portal

Javad Sheikh

- Doctoral Researcher,
Department of Computing (Faculty of Technology)
- Doctoral Researcher,
Data-analytiikka (Department of Computing)

javad.sheikh@utu.fi

ORCID identifier: https://orcid.org/0000-0001-6474-1674

MyResume.pdf

Areas of expertise

Computer Vision
Machine Learning
Deep Learning

Biography

Publications

1 of 2

GeoFusion: A hybrid convolutional neural network-transformer model for boreal peatland classification (2026)
- Engineering Applications of Artificial Intelligence
Farahnakian, Fahimeh; Zelioli, Luca; Farahnakian, Farshad; Middleton, Maarit; Sheikh, Javad; Heikkonen, Jukka
(A1 Refereed original research article in a scientific journal)
Multi-modal Fusion of LiDAR and PRISMA Data for Cobalt Mapping: A Case Study from the Áramo Mine, Spain (2025)
- Lecture Notes in Computer Science
Pattern Recognition. ICPR 2024 International Workshops and Challenges: Kolkata, India, December 1, 2024, Proceedings, Part IV Farahnakian, Fahimeh; Farahnakian, Farshad; Sheikh, Javad; Downey, Steven; Williams, Vaughan; Heikkonen, Jukka
(A4 Refereed article in a conference publication )
A comparative study of state-of-the-art deep learning architectures for rice grain classification (2024)
- Journal of agriculture and food research
Farahnakian, Farshad; Sheikh, Javad; Farahnakian, Fahimeh; Heikkonen, Jukka
(A1 Refereed original research article in a scientific journal)
Addressing imbalanced data for machine learning based mineral prospectivity mapping (2024)
- Ore Geology Reviews
Farahnakian, Fahimeh; Sheikh, Javad; Zelioli, Luca; Nidhi, Dipak; Seppä, Iiro; Ilo, Rami; Nevalainen, Paavo; Heikkonen, Jukka
(A2 Refereed review article in a scientific journal )
SEDA: Similarity-Enhanced Data Augmentation for Imbalanced Learning (2024)
- Lecture Notes in Computer Science
Pattern Recognition: 27th International Conference, ICPR 2024, Kolkata, India, December 1–5, 2024, Proceedings, Part XXVI Sheikh, Javad; Farahnakian, Farshad; Farahnakian, Fahimeh; Zelioli, Luca; Heikkonen, Jukka
(A4 Refereed article in a conference publication )
Short and Long Term Vessel Movement Prediction for Maritime Traffic (2024)
- Lecture Notes in Computer Science
Critical Information Infrastructures Security 18th International Conference, CRITIS 2023, Helsinki Region, Finland, September 13–15, 2023, Revised Selected Papers Farahnakian, Farshad; Farahnakian, Fahimeh; Sheikh, Javad; Nevalainen, Paavo; Heikkonen, Jukka
(A4 Refereed article in a conference publication )
A Comprehensive Study of Clustering-Based Techniques for Detecting Abnormal Vessel Behavior (2023)
- Remote Sensing
Farahnakian Farshad, Nicolas Florent, Farahnakian Fahimeh, Nevalainen Paavo, Sheikh Javad, Heikkonen Jukka, Raduly-Baka Csaba
(A1 Refereed original research article in a scientific journal)
Design and Implementation of Brain Surgery Bipolar Electrocautery Simulator Using Haptic Technology (2023)
- Iranian Journal of Science and Technology - Transactions of Electrical Engineering
Karimzadeh Reza, Sheikh Javad, Azarnoush Hamed, Arabi Hossein
(A1 Refereed original research article in a scientific journal)
Ice-Water Segmentation Using Deep Convolutional Neural Network-Based Fusion Approach (2023) The 28th International Conference on Automation and Computing: Digitalisation for Smart Manufacturing and Systems Sheikh Javad, Farahnakian Fahimeh, Farahnakian Farshad, Heikkonen Jukka
(A4 Refereed article in a conference publication )
Sea Ice Concentration Estimation Via Fusion of Sentinel-1 and AMSR2 Based on Encoder-Decoder Architecture (2023)
- Proceedings of the IEEE international conference on intelligent transportation systems
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) Sheikh Javad, Farahnakian Fahimeh, Farahnakian Farshad, Heikkonen Jukka
(A4 Refereed article in a conference publication )