Search Results - "Andonovic, Ivan"

Deep Learning for Diabetic Retinopathy Analysis: A Review, Research Challenges, and Future Directions by Nadeem, Muhammad Waqas, Goh, Hock Guan, Hussain, Muzammil, Liew, Soung-Yue, Andonovic, Ivan, Khan, Muhammad Adnan

“…Deep learning (DL) enables the creation of computational models comprising multiple processing layers that learn data representations at multiple levels of…”
Get full text

A Review of Cyber-Ranges and Test-Beds: Current and Future Trends by Ukwandu, Elochukwu, Farah, Mohamed Amine Ben, Hindy, Hanan, Brosset, David, Kavallieros, Dimitris, Atkinson, Robert, Tachtatzis, Christos, Bures, Miroslav, Andonovic, Ivan, Bellekens, Xavier

“…Cyber situational awareness has been proven to be of value in forming a comprehensive understanding of threats and vulnerabilities within organisations, as the…”
Get full text

A Fusion-Based Machine Learning Approach for the Prediction of the Onset of Diabetes by Nadeem, Muhammad Waqas, Goh, Hock Guan, Ponnusamy, Vasaki, Andonovic, Ivan, Khan, Muhammad Adnan, Hussain, Muzammil

“…A growing portfolio of research has been reported on the use of machine learning-based architectures and models in the domain of healthcare. The development of…”
Get full text

A Novel Online Position Estimation Method and Movement Sonification System: The Soniccup by Nown, Thomas H, Grealy, Madeleine A, Andonovic, Ivan, Kerr, Andrew, Tachtatzis, Christos

“…Existing methods to obtain position from inertial sensors typically use a combination of multiple sensors and orientation modeling; thus, obtaining position…”
Get full text

Varietal Classification of Rice Seeds Using RGB and Hyperspectral Images by Fabiyi, Samson Damilola, Vu, Hai, Tachtatzis, Christos, Murray, Paul, Harle, David, Dao, Trung Kien, Andonovic, Ivan, Ren, Jinchang, Marshall, Stephen

“…Inspection of rice seeds is a crucial task for plant nurseries and farmers since it ensures seed quality when growing seedlings. Conventionally, this process…”
Get full text

Cyber Security in the Maritime Industry: A Systematic Survey of Recent Advances and Future Trends by Ben Farah, Mohamed Amine, Ukwandu, Elochukwu, Hindy, Hanan, Brosset, David, Bures, Miroslav, Andonovic, Ivan, Bellekens, Xavier

“…The paper presents a classification of cyber attacks within the context of the state of the art in the maritime industry. A systematic categorization of vessel…”
Get full text

Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks by Pavlovic, Dejan, Davison, Christopher, Hamilton, Andrew, Marko, Oskar, Atkinson, Robert, Michie, Craig, Crnojević, Vladimir, Andonovic, Ivan, Bellekens, Xavier, Tachtatzis, Christos

“…Monitoring cattle behaviour is core to the early detection of health and welfare issues and to optimise the fertility of large herds. Accelerometer-based…”
Get full text

Identification of the Rumination in Cattle Using Support Vector Machines with Motion-Sensitive Bolus Sensors by Hamilton, Andrew W, Davison, Chris, Tachtatzis, Christos, Andonovic, Ivan, Michie, Craig, Ferguson, Holly J, Somerville, Laura, Jonsson, Nicholas N

“…The reticuloruminal function is central to the digestive efficiency in ruminants. For cattle, collar- and ear tag-based accelerometer monitors have been…”
Get full text

Feed Conversion Ratio (FCR) and Performance Group Estimation Based on Predicted Feed Intake for the Optimisation of Beef Production by Davison, Chris, Michie, Craig, Tachtatzis, Christos, Andonovic, Ivan, Bowen, Jenna, Duthie, Carol-Anne

“…This paper reports on the use of estimates of individual animal feed intake (made using time spent feeding measurements) to predict the Feed Conversion Ratio…”
Get full text

Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery by Czerkawski, Mikolaj, Upadhyay, Priti, Davison, Christopher, Werkmeister, Astrid, Cardona, Javier, Atkinson, Robert, Michie, Craig, Andonovic, Ivan, Macdonald, Malcolm, Tachtatzis, Christos

“…Cloud cover remains a significant limitation to a broad range of applications relying on optical remote sensing imagery, including crop identification/yield…”
Get full text

Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends by Ukwandu, Elochukwu, Ben-Farah, Mohamed Amine, Hindy, Hanan, Bures, Miroslav, Atkinson, Robert, Tachtatzis, Christos, Andonovic, Ivan, Bellekens, Xavier

“…The integration of Information and Communication Technology (ICT) tools into mechanical devices in routine use within the aviation industry has heightened…”
Get full text

Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars by Pavlovic, Dejan, Czerkawski, Mikolaj, Davison, Christopher, Marko, Oskar, Michie, Craig, Atkinson, Robert, Crnojevic, Vladimir, Andonovic, Ivan, Rajovic, Vladimir, Kvascev, Goran, Tachtatzis, Christos

“…Monitoring and classification of dairy cattle behaviours is essential for optimising milk yields. Early detection of illness, days before the critical…”
Get full text

LoRaWAN‐implemented node localisation based on received signal strength indicator by Aqeel, Ibrahim, Iorkyase, Ephraim, Zangoti, Hussein, Tachtatzis, Christos, Atkinson, Robert, Andonovic, Ivan

“…Long Range Wireless Area Network (LoRaWAN) provides desirable solutions for Internet of Things (IoT) applications that require hundreds or thousands of…”
Get full text

Automatic Annotation of Subsea Pipelines using Deep Learning by Stamoulakatos, Anastasios, Cardona, Javier, McCaig, Chris, Murray, David, Filius, Hein, Atkinson, Robert, Bellekens, Xavier, Michie, Craig, Andonovic, Ivan, Lazaridis, Pavlos, Hamilton, Andrew, Hossain, Md Moinul, Caterina, Gaetano Di, Tachtatzis, Christos

“…Regulatory requirements for sub-sea oil and gas operators mandates the frequent inspection of pipeline assets to ensure that their degradation and damage are…”
Get full text

Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342 by Czerkawski, Mikolaj, Upadhyay, Priti, Davison, Christopher, Werkmeister, Astrid, Cardona, Javier, Atkinson, Robert, Michie, Craig, Andonovic, Ivan, Macdonald, Malcolm, Tachtatzis, Christos

“…Following the publication of the article [...]…”
Get full text

Defect Detection in Aerospace Sandwich Composite Panels Using Conductive Thermography and Contact Sensors by Gillespie, David I., Hamilton, Andrew W., Atkinson, Robert C., Bellekens, Xavier, Michie, Craig, Andonovic, Ivan, Tachtatzis, Christos

“…Sandwich panels consisting of two Carbon Fibre Reinforced Polymer (CFRP) outer skins and an aluminium honeycomb core are a common structure of surfaces on…”
Get full text

Auction-Based Network Selection in a Market-Based Framework for Trading Wireless Communication Services by Konka, Jakub, Andonovic, Ivan, Michie, Craig, Atkinson, Robert

“…A digital marketplace (DMP) is a market-based framework in which a network selection mechanism is facilitated through a variant of procurement first-price…”
Get full text

Identifying Defects in Aerospace Composite Sandwich Panels Using High-Definition Distributed Optical Fibre Sensors by Mills, James A., Hamilton, Andrew W., Gillespie, David I., Andonovic, Ivan, Michie, Craig, Burnham, Kenneth, Tachtatzis, Christos

“…Automated methods for detecting defects within composite materials are highly desirable in the drive to increase throughput, optimise repair program…”
Get full text

Detecting Heat Stress in Dairy Cattle Using Neck-Mounted Activity Collars by Davison, Christopher, Michie, Craig, Hamilton, Andrew, Tachtatzis, Christos, Andonovic, Ivan, Gilroy, Michael

“…Collar-based activity sensors are in common use as a means of detecting oestrus to optimise farm fertility and, hence, productivity. Recently, the same…”
Get full text

A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data by Upadhyay, Priti, Czerkawski, Mikolaj, Davison, Christopher, Cardona, Javier, Macdonald, Malcolm, Andonovic, Ivan, Michie, Craig, Atkinson, Robert, Papadopoulou, Nikela, Nikas, Konstantinos, Tachtatzis, Christos

“…The rich, complementary data provided by Sentinel-1 and Sentinel-2 satellite constellations host considerable potential to transform Earth observation (EO)…”
Get full text