14 citations · 19 across the 11 of their papers we have counts for
11 papers
Towards Online Malware Detection using Process Resource Utilization Metrics
Themistoklis Diamantopoulos, Dimosthenis Natsos, Andreas L. Symeonidis
The rapid growth of Cloud Computing and Internet of Things (IoT) has significantly increased the interconnection of computational resources, creating an environment where malicious…
Towards Effective Issue Assignment using Online Machine Learning
Athanasios Michailoudis, Themistoklis Diamantopoulos, Antonios Favvas +1
Efficient issue assignment in software development relates to faster resolution time, resources optimization, and reduced development effort. To this end, numerous systems have bee…
Towards an Interpretable Analysis for Estimating the Resolution Time of Software Issues
Dimitrios-Nikitas Nastos, Themistoklis Diamantopoulos, Davide Tosi +2
Lately, software development has become a predominantly online process, as more teams host and monitor their projects remotely. Sophisticated approaches employ issue tracking syste…
Towards Understanding the Impact of Code Modifications on Software Quality Metrics
Thomas Karanikiotis, Andreas L. Symeonidis
Context: In the realm of software development, maintaining high software quality is a persistent challenge. However, this challenge is often impeded by the lack of comprehensive un…
pygrank: A Python Package for Graph Node Ranking
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris +1
We introduce pygrank, an open source Python package to define, run and evaluate node ranking algorithms. We provide object-oriented and extensively unit-tested algorithm components…
Prior Signal Editing for Graph Filter Posterior Fairness Constraints
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris +1
Graph filters are an emerging paradigm that systematizes information propagation in graphs as transformation of prior node values, called graph signals, to posterior scores. In thi…
Audio-based Near-Duplicate Video Retrieval with Audio Similarity Learning
Pavlos Avgoustinakis, Giorgos Kordopatis-Zilos, Symeon Papadopoulos +2
In this work, we address the problem of audio-based near-duplicate video retrieval. We propose the Audio Similarity Learning (AuSiL) approach that effectively captures temporal pat…
SRCA - The Scalable Robotic Cloud Agents Architecture
Vasilis N. Remmas, Konstantinos L. Panayiotou, Emmanouil G. Tsardoulias +1
In an effort to penetrate the market at an affordable cost, consumer robots tend to provide limited processing capabilities, just enough to serve the purpose they have been designe…
Creating an extrovert robotic assistant via IoT networking devices
Panagiotis Doxopoulos, Konstantinos L. Panayiotou, Emmanouil G. Tsardoulias +1
The communication and collaboration of Cyber-Physical Systems, including machines and robots, among themselves and with humans, is expected to attract researchers' interest for the…
Expanding a robot's life: Low power object recognition via FPGA-based DCNN deployment
Panagiotis G. Mousouliotis, Konstantinos L. Panayiotou, Emmanouil G. Tsardoulias +2
FPGAs are commonly used to accelerate domain-specific algorithmic implementations, as they can achieve impressive performance boosts, are reprogrammable and exhibit minimal power c…
An agent framework for dynamic agent retraining: Agent academy
P. Mitkas, A. Symeonidis, D. Kechagias +6
Agent Academy (AA) aims to develop a multi-agent society that can train new agents for specific or general tasks, while constantly retraining existing agents in a recursive mode. T…