Technological innovations to assess and include the human dimension in the building-performance loop: A review

MV Bavaresco, S D'Oca, E Ghisi, R Lamberts - Energy and Buildings, 2019 - Elsevier
The human dimension plays an essential role in the energy performance of buildings and is
considered as significant as technological advances. Several studies highlighted the …

A systematic mapping study on agent mining

E Grislin-Le Strugeon, K Marcal de Oliveira… - … of Experimental & …, 2022 - Taylor & Francis
Over the past two decades, many studies have been published in diverse fields of
application combining agent abilities (knowledge processing, communication, learning …

Collaborative data mining in agriculture for prediction of soil moisture and temperature

CA Anton, O Matei, A Avram - … in Intelligent Algorithms: Proceedings of 8th …, 2019 - Springer
Climate change affects agriculture in many ways. Reducing the vulnerability of agricultural
systems to climate change and enhancing their capacity to adapt would generate better …

Knowledge inference from home appliances data

C Firte, L Iamnitchi, R Portase, R Tolas… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Due to technological advances, massive amount of data is recorded in all areas. Not only
the manufacturing processes are monitored and can benefit from data augmentation, but …

Innovative platform for designing hybrid collaborative & context-aware data mining scenarios

A Avram, O Matei, C Pintea, C Anton - Mathematics, 2020 - mdpi.com
The process of knowledge discovery involves nowadays a major number of techniques.
Context-Aware Data Mining (CADM) and Collaborative Data Mining (CDM) are some of the …

Multi-layered data mining architecture in the context of Internet of Things

O Matei, C Anton, S Scholze… - 2017 IEEE 15th …, 2017 - ieeexplore.ieee.org
In the context of Internet of Things (IoT), the amount of data collected from physical objects is
ever increasing. However, in the whole infrastructure there are several bottlenecks related …

Transition from serverfull to serverless architecture in cloud-based software applications

O Matei, P Skrzypek, R Heb, A Moga - … in Systems and Software 2020, Vol …, 2020 - Springer
This paper makes a practical comparison between serverfull and serverless architectures for
the same specific cloud application used for face recognition. It turns out that both …

A serverless architecture for a wearable face recognition application

O Matei, R Erdei, A Moga, R Heb - … : Virtual Event, January 10-15, 2021 …, 2021 - Springer
This article presents an application for face recognition, which takes its video input streamed
from smart glasses through an internet connection. The application resides in the cloud and …

Performance analysis of collaborative data mining vs context aware data mining in a practical scenario for predicting air humidity

CA Anton, A Avram, A Petrovan, O Matei - … and Software 2019, Vol. 2 3, 2019 - Springer
Predictions in data mining are a difficult process but useful in various areas. The purpose of
this article is to make a parallel between the classical data mining process and two new …

Agent mining approaches: an ontological view

E Grislin-Le Strugeon, KM de Oliveira… - The Knowledge …, 2021 - cambridge.org
Introduced as an interdisciplinary area that combines multi-agent systems, data mining and
knowledge discovery, agent mining is currently in practice. To develop agent mining …