# Emmanouil Karantoumanis

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/emmanouil-karantoumanis/

## Facts

| Field | Value |
| --- | --- |
| Citations | 171 |
| Field | Smart Agriculture and AI |
| h-index | 3 |
| i10-index | 1 |
| Last Known Institution | University of Western Macedonia |
| OpenAlex ID | https://openalex.org/A5020153015 |
| ORCID iD | 0000-0003-4929-9886 |
| Works | 9 |

## Researcher papers

- [Machine Learning and Deep Learning for Plant Disease Classification and Detection](https://scholariq.org/papers/machine-learning-and-deep-learning-for-plant-disease-classification-and/)
- [Real-time disease detection on bean leaves from a small image dataset using data augmentation and deep learning methods](https://scholariq.org/papers/real-time-disease-detection-on-bean-leaves-from-a-small-image-dataset-using-data/)
- [Computational comparison of image preprocessing techniques for plant diseases detection](https://scholariq.org/papers/computational-comparison-of-image-preprocessing-techniques-for-plant-diseases/)
- [Power Consumption Estimation in Data Centers Using Machine Learning Techniques](https://scholariq.org/papers/power-consumption-estimation-in-data-centers-using-machine-learning-techniques/)
- [An experimental evaluation of sensors on a LoRaWAN-based GPS tracking system](https://scholariq.org/papers/an-experimental-evaluation-of-sensors-on-a-lorawan-based-gps-tracking-system/)
- [Improving derivative-free optimization algorithms through an adaptive sampling procedure](https://scholariq.org/papers/improving-derivative-free-optimization-algorithms-through-an-adaptive-sampling/)
- [Optimizing concentrated solar power plants using adaptive sampling-based derivative-free algorithms](https://scholariq.org/papers/optimizing-concentrated-solar-power-plants-using-adaptive-sampling-based/)
- [A Surrogate‐Based Adaptive Sampling Approach for Electromagnetic Problems](https://scholariq.org/papers/a-surrogate-based-adaptive-sampling-approach-for-electromagnetic-problems/)
- [A surrogate-based adaptive sampling approach for mixed-integer black-box optimization problems](https://scholariq.org/papers/a-surrogate-based-adaptive-sampling-approach-for-mixed-integer-black-box/)

## Researcher topics

- [Smart Agriculture and AI](https://scholariq.org/topics/smart-agriculture-and-ai/)
- [IoT and Edge/Fog Computing](https://scholariq.org/topics/iot-and-edge-fog-computing/)
- [Advanced Multi-Objective Optimization Algorithms](https://scholariq.org/topics/advanced-multi-objective-optimization-algorithms/)
- [Advanced Optimization Algorithms Research](https://scholariq.org/topics/advanced-optimization-algorithms-research/)
- [Plant Disease Management Techniques](https://scholariq.org/topics/plant-disease-management-techniques/)

## Researcher university

- [University of Western Macedonia](https://scholariq.org/institutions/university-of-western-macedonia/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.