Andreas Kamilaris | DeepAI

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Featured Co-authors

Andreas Pitsillides
18 publications
Nicolò Botteghi
11 publications
Savvas Karatsiolis
7 publications
Andries Engelbrecht
6 publications
Francesc X. Prenafeta-Boldu
6 publications
Jesper Provoost
3 publications
Maurice Van Keulen
3 publications
Carlos Granell
3 publications
Ian Cole
2 publications
Alexander Kotsev
2 publications
Chirag Padubidri
2 publications

∙ 09/19/2022

A model-agnostic approach for generating Saliency Maps to explain inferred decisions of Deep Learning Models

The widespread use of black-box AI models has raised the need for algori...

6 Savvas Karatsiolis, et al. ∙

∙ 08/30/2022

Improving Operational Efficiency In EV Ridepooling Fleets By Predictive Exploitation of Idle Times

In ridepooling systems with electric fleets, charging is a complex decis...

9 Jesper C. Provoost, et al. ∙

∙ 05/09/2022

Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed Images

Despite the plethora of successful Super-Resolution Reconstruction (SRR)...

3 Savvas Karatsiolis, et al. ∙

∙ 04/22/2021

Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning

Estimating the heightmaps of buildings and vegetation in single remotely...

18 Savvas Karatsiolis, et al. ∙

∙ 02/23/2021

EscapeWildFire: Assisting People to Escape Wildfires in Real-Time

Over the past couple of decades, the number of wildfires and area of lan...

4 Andreas Kamilaris, et al. ∙

∙ 02/12/2021

Blockchain in agriculture

Blockchain is an emerging digital technology allowing ubiquitous financi...

0 Andreas Kamilaris, et al. ∙

∙ 08/03/2020

The pursuit of beauty: Converting image labels to meaningful vectors

A challenge of the computer vision community is to understand the semant...

0 Savvas Karatsiolis, et al. ∙

∙ 07/17/2020

Identification of Tree Species in Japanese Forests based on Aerial Photography and Deep Learning

Natural forests are complex ecosystems whose tree species distribution a...

21 Sarah Kentsch, et al. ∙

∙ 06/14/2020

Transfer of Manure as Fertilizer from Livestock Farms to Crop Fields: The Case of Catalonia

Intensive livestock production might have a negative environmental impac...

0 Andreas Kamilaris, et al. ∙

∙ 06/05/2020

Transfer of Manure from Livestock Farms to Crop Fields as Fertilizer using an Ant Inspired Approach

Intensive livestock production might have a negative environmental impac...

3 Andreas Kamilaris, et al. ∙

∙ 04/03/2020

Characterizing Halloumi cheese bacterial communities through metagenomic analysis

Halloumi is a semi hard cheese produced in Cyprus for centuries and its ...

0 Eleni Kamilari, et al. ∙

∙ 01/15/2020

The Penetration of Internet of Things in Robotics: Towards a Web of Robotic Things

As the Internet of Things (IoT) penetrates different domains and applica...

0 Andreas Kamilaris, et al. ∙

∙ 11/29/2019

Internet of Things in Geospatial Analytics

Digital Earth was born with the aim of replicating the real world within...

0 Carlos Granell, et al. ∙

∙ 11/29/2019

Short Term Prediction of Parking Area states Using Real Time Data and Machine Learning Techniques

Public road authorities and private mobility service providers need info...

0 Jesper Provoost, et al. ∙

∙ 08/18/2019

The Rise of Blockchain Technology in Agriculture and Food Supply Chains

Blockchain is an emerging digital technology allowing ubiquitous financi...

0 Andreas Kamilaris, et al. ∙

∙ 08/18/2019

Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles

This paper describes preliminary work in the recent promising approach o...

0 Andreas Kamilaris, et al. ∙

∙ 08/01/2018

A Review on the Application of Natural Computing in Environmental Informatics

Natural computing offers new opportunities to understand, model and anal...

0 Andreas Kamilaris, et al. ∙

∙ 08/01/2018

Geospatial Analysis and Internet of Things in Environmental Informatics

Geospatial analysis offers large potential for better understanding, mod...

0 Andreas Kamilaris, et al. ∙

∙ 07/31/2018

Deep learning in agriculture: A survey

Deep learning constitutes a recent, modern technique for image processin...

0 Andreas Kamilaris, et al. ∙

∙ 07/31/2018

Disaster Monitoring using Unmanned Aerial Vehicles and Deep Learning

Monitoring of disasters is crucial for mitigating their effects on the e...

0 Andreas Kamilaris, et al. ∙

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