Research Output

Research Output per year

2013 2021

• 417 Citations
• 32 Article
• 1 Conference proceeding (ISBN)
• 1 Paper
• 1 Conference proceeding article (ISSN)
• 1 More
  • 1 Editorial

Research Output per year

Research Output per year

Search results

• 2021

  Coarse Temporal Attention Network (CTA-Net) for Driver’s Activity Recognition

  Wharton, Z., BEHERA, ARDHENDU., LIU, YONGHUAI. & BESSIS, NIKOLAOS., 5 Jan 2021, In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). p. 1278

  Research output: Contribution to journal › Conference proceeding article (ISSN) › peer-review

  Open Access

  File

  • Weighing
  • Topology
  86 Downloads (Pure)
• 2020

  Adaptive microservice scaling for elastic applications

  Cruz Coulson, N., Sotiriadis, S. & BESSIS, NIKOLAOS., 7 Jan 2020, In: IEEE Internet of Things Journal.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Pipelines
  • Supervised learning
  • Internet of things
  • Internet
  • Costs
  3 Citations (Scopus)

  184 Downloads (Pure)

• Classifying emotions in Stack Overflow and JIRA using a multi-label approach

  CABRERA DIEGO, LUIS. ADRIAN., BESSIS, NIKOLAOS. & KORKONTZELOS, YANNIS., 11 May 2020, In: Knowledge-Based Systems. 195, 105633, 105633.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Labels
  • Classifier
  • Emotion
  • Open source software
  • Classifiers
  2 Citations (Scopus)

  81 Downloads (Pure)

• Co-citation Analysis of Literature in e-Science and e-Infrastructures

  Mustafee, N., Taylor, S., Hou, J., MATTHEW, PETER. & BESSIS, NIKOLAOS., 10 May 2020, In: Concurrency and Computation: Practice and Experience. 32, 9, e5620.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • E-Science
  • Citation Analysis
  • Infrastructure
  • Networking
  • Citations
  2 Citations (Scopus)

  83 Downloads (Pure)

• Editorial to special issue on hybrid artificial intelligence and machine learning technologies in intelligent systems

  Pandey, H. M., Das, S., Windridge, D., Chaudhary, A. & BESSIS, NIKOLAOS., 1 Jun 2020, In: Neural Computing and Applications. 32, 12, p. 7743-7745 3 p.

  Research output: Contribution to journal › Editorial

  Open Access

  File

  • Intelligent systems
  • Artificial intelligence
  • Machine learning
  • Deep learning
  31 Downloads (Pure)

• Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture Recognition

  BEHERA, ARDHENDU., Wharton, Z., LIU, YONGHUAI., Ghahremani, M., KUMAR, SWAGAT. & BESSIS, NIKOLAOS., 16 Oct 2020, In: IEEE Transactions on Affective Computing. p. 1-1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gesture recognition
  • Object detection
  • Semantics
  • Neural networks
  • Computer simulation
  99 Downloads (Pure)
• 2019

  Elastic Load Balancing for Dynamic Virtual Machine Reconfiguration Based on Vertical and Horizontal Scaling

  Sotiriadis, S., Bessis, N., Amza, C. & Buyya, R., 1 Mar 2019, In: IEEE Transactions on Services Computing. 12, 2, p. 319-334 16 p., 7762944.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Load Balancing
  • Reconfiguration
  • Scaling
  • Virtual machine
  • Elasticity
  9 Citations (Scopus)

  349 Downloads (Pure)

• Intelligent Online Learning Strategy for an Autonomous Surface Vehicle in Lake Environments using Evolutionary Computation

  Arzamendia, M., Reina, D., Toral, S., Gregor, D., Asimakopoulou, E. & Bessis, N., 16 Sep 2019, In: IEEE Intelligent Transportation Systems Magazine. 11, 4, p. 110-125

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Lakes
  • Motion planning
  • Algae
  • Contamination
  • Evolutionary algorithms
  3 Citations (Scopus)

  70 Downloads (Pure)

• Real-time Traffic Analysis Using Deep Learning Techniques And UAV Based Video

  ZHANG, HUAIZHONG., LIPTROTT, MARK., BESSIS, NIKOLAOS. & Chen, J., 25 Nov 2019, In: 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS). 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep learning
  • Unmanned aerial vehicles (UAV)
  • Visualization
  1 Citation (Scopus)

  136 Downloads (Pure)

• VMSAGE: A Virtual Machine Scheduling Algorithm based on the Gravitational Effect for Green Cloud Computing

  Xu, X., Zhang, Q., Maneas, S., Sotiriadis, S., Gavan, C. & Bessis, N., 1 May 2019, In: Simulation Modelling Practice and Theory. 93, p. 87-103 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Virtual Machine
  • Cloud Computing
  • Scheduling Algorithm
  • Machine Scheduling
  • Virtual machine
  3 Citations (Scopus)

  116 Downloads (Pure)
• 2018

  An investigation on human dynamics in enclosed spaces

  Trovati, M., Asimakopoulou, E. & Bessis, N., 29 May 2018, In: Computers and Electrical Engineering. 67, p. 195-209 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Analytics
  • Disasters
  • Big data
  • Internet of things
  • Topology
  1 Citation (Scopus)

  103 Downloads (Pure)

• CLOTHO: A Large-Scale Internet of Things based Crowd Evacuation Planning System for Disaster Management

  Xu, X., Zhang, L., Sotiriadis, S., Asimakopoulou, E., Bessis, N. & Li, M., 1 Oct 2018, In: IEEE Internet of Things. 5, 5, p. 3559-3568 10 p., 8323187.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Disasters
  • Internet of things
  • Planning
  • Mobile cloud computing
  • Clouds
  17 Citations (Scopus)

  170 Downloads (Pure)

• CS-PSO: Chaotic Particle Swarm Optimization Algorithm for Solving Combinatorial Optimization Problems

  Xu, X., Rong, H., Trovati, M., Liptrott, M. & Bessis, N., 1 Feb 2018, In: Soft Computing - A Fusion of Foundations, Methodologies and Applications. 22, 3, p. 783-795 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Particle Swarm Optimization Algorithm
  • Combinatorial optimization
  • Combinatorial Optimization Problem
  • Particle swarm optimization (PSO)
  • Optimization Problem
  22 Citations (Scopus)

  135 Downloads (Pure)

• Dynamic Scenario-based Selection of Data Aggregation Techniques

  Omosebi, O., Bessis, N., Korkontzelos, Y., Pournaras, E., Sun, Q. & Sotiriadis, S., 22 Nov 2018, Not Known. p. 27-32

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

  Open Access

  File

  • Agglomeration
  • Internet of things
  • Sensor networks
  • Data acquisition
  • Wireless sensor networks
  23 Downloads (Pure)

• Internet of Things as a Service (iTaaS): Challenges and Solutions for Management of Sensor Data on the Cloud and the Fog

  Petrakis, E. G. M., Sotiriadis, S., Solutanopoulos, T., Renta, P. T., Buyya, R. & Bessis, N., Oct 2018, In: Internet of Things: Engineering Cyber Physical Human Systems. 3-4, p. 156-174 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Clouds
  • Fog
  • Internet of things
  • Sensors
  • Gateways (computer networks)
  118 Downloads (Pure)

• Self managed virtual machine scheduling in Cloud systems

  Sotiriadis, S., Bessis, N. & Buyya, R., 1 Apr 2018, In: Information Sciences. 433-434, p. 381-400 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Virtual Machine
  • Machine Scheduling
  • Virtual machine
  • Scheduling
  • Program processors
  24 Citations (Scopus)

  114 Downloads (Pure)
• 2017

  Analysis of Power Consumption in Heterogeneous Virtual Machine Environments

  Negru, C., Monacu, M., Cristea, V., Sotiriadis, S. & Bessis, N., 1 Aug 2017, In: Soft Computing - A Fusion of Foundations, Methodologies and Applications. 21, 16, p. 4531-4542 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Power Consumption
  • Heterogeneous Environment
  • Virtual Machine
  • Energy Consumption
  • Resources
  13 Citations (Scopus)

  81 Downloads (Pure)

• Automated Extraction of Fragments of Bayesian Networks from Textual Sources

  Trovati, M., Hayes, J., Palmieri, F. & Bessis, N., 1 Nov 2017, In: Applied Soft Computing. 60, p. 508-519 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Bayesian networks
  • Knowledge engineering
  • Computer science
  • Big data
  • Data mining
  7 Citations (Scopus)

  106 Downloads (Pure)

• Email Classification using Behavior and Time Features

  Shao, Y., Shi, Q., XIAO, Y., Bessis, N. & Norrington, P., 31 May 2017, In: Journal of Internet Technology. 18, 3, p. 463-472 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electronic mail
  • Support vector machines
  • Classifiers
  18 Downloads (Pure)

• Virtual Machine Cluster Mobility in Inter-Cloud Platforms

  Sotiriadis, S., Bessis, N., Petrakis, E., Amza, C., Negru, C. & Monacu, M., 1 Sep 2017, In: Future Generation Computer Systems. 74, p. 179-189 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Virtual machine
  • Software defined networking
  • Cloud computing
  • Network protocols
  9 Citations (Scopus)

  92 Downloads (Pure)
• 2016

  An inter-cloud bridge system for heterogeneous cloud platforms

  Sotiriadis, S. & Bessis, N., 1 Jan 2016, In: Future Generation Computer Systems. 54, p. 180-194 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Open source software
  • Application programming interfaces (API)
  • Interfaces (computer)
  • Cloud computing
  • Internet
  26 Citations (Scopus)

  88 Downloads (Pure)

• Big Data Based Extraction of Fuzzy Partition Rules for Heart Arrhythmia Detection: a Semi-Automated Approach

  Behadada, O., Trovati, M., Ma, C. & Bessis, N., 28 Jan 2016, In: Concurrency and Computation: Practice and Experience. 28, 2, p. 360-373 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Arrhythmia
  • Fuzzy Partition
  • Large dataset
  • Heart
  • Transparency
  9 Citations (Scopus)

  88 Downloads (Pure)

• Logistic Regression Multinomial for Arrhythmia Detection

  Behadada, O., Trovati, M., Chikh, MA., Bessis, N. & Korkontzelos, Y., 19 Dec 2016, p. 133-137.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File

  • Big data
  • Logistics
  4 Citations (Scopus)

  91 Downloads (Pure)

• Self-regulatory information sharing in participatory social sensing

  Pournaras, E., Nikolic, J., Velasquez, P., Trovati, M., Bessis, N. & Helbing, D., 1 Dec 2016, In: EPJ Data Science. 5, 14, p. 1-24

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Information Sharing
  • Sensing
  • Data Analytics
  • Reward
  • Privacy Preservation
  13 Citations (Scopus)

  140 Downloads (Pure)
• 2015

  A cloud resource management model for the creation and orchestration of social communities

  Ikram, A., Anjum, A. & Bessis, N., 2015, In: Simulation Modelling Practice and Theory. 50, p. 130-150

  Research output: Contribution to journal › Article › peer-review

  File

  • Orchestration
  • Resource Management
  • Chemistry
  • Community
  • Context-awareness
  3 Citations (Scopus)

  83 Downloads (Pure)

• A Hybrid Spam Detection Method Based on Unstructured datasets

  Shao, Y., Trovati, M., Shi, Q., Angelopoulou, O., Asimakopoulou, E. & Bessis, N., 21 Dec 2015, In: Soft Computing - A Fusion of Foundations, Methodologies and Applications. 21, 1, p. 233-243

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Spam
  • Glossaries
  • Semantics
  • Sparse Representation
  • Dictionary
  9 Citations (Scopus)

  90 Downloads (Pure)

• An influence assessment method based on co-occurrence for topologically reduced big data sets

  Trovati, M. & Bessis, N., 24 Feb 2015, In: Soft Computing - A Fusion of Foundations, Methodologies and Applications.

  Research output: Contribution to journal › Article › peer-review

  File

  • Big data
  • Influence
  • Dynamical Behavior
  • Decision Making
  • Decision making
  13 Citations (Scopus)

  156 Downloads (Pure)

• An Inter-Cloud Meta-Scheduling (ICMS) Simulation Framework: Architecture and Evaluation

  Sotiriadis, S., Bessis, N., Anjum, A. & Buyya, R., 3 Feb 2015, In: IEEE Transactions on Services Computing. 11, 1, p. 5-19 15 p., 7029675.

  Research output: Contribution to journal › Article › peer-review

  File

  • Scheduling
  • Simulation
  • Evaluation
  • Performance
  • Turnaround time
  17 Citations (Scopus)

  78 Downloads (Pure)

• A Survey on Multihop Ad Hoc Networks for Disaster Response Scenarios

  Reina, D. G., Askalani, M., Toral, S., Barrero, F., Asimakopoulou, E. & Bessis, N., 11 Oct 2015, In: International Journal of Distributed Sensor Networks. 2015, p. 1-16

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Ad hoc networks
  • Disasters
  • Cellular radio systems
  • Communication
  • Telecommunication
  85 Citations (Scopus)

  157 Downloads (Pure)

• Deadline Scheduling for Aperiodic Tasks in inter-Cloud Environments: a new approach to resource management

  Pop, F., Dobre, C., Cristea, V., Bessis, N., Xhafa, F. & Barolli, L., May 2015, In: Journal of Supercomputing. 71, 5, p. 1754-1765

  Research output: Contribution to journal › Article › peer-review

  File

  • Resource Management
  • Deadline
  • Data Center
  • Scheduling
  • Distributed Applications
  21 Citations (Scopus)

  88 Downloads (Pure)

• Reputation-guided Evolutionary Scheduling Algorithm for Independent Tasks in inter-Clouds Environments

  Pop, F., Dobre, C., Cristea, V., Bessis, N., Xhafa, F. & Barolli, L., 2015, In: International Journal of Web and Grid Services. 11, 1, p. 4-20

  Research output: Contribution to journal › Article › peer-review

  File

  • Scheduling
  • Scheduling algorithms
  • Industry
  • Resource allocation
  • Computational complexity
  6 Citations (Scopus)

  85 Downloads (Pure)

• The role of congestion in probabilistic broadcasting for ubiquitous wireless multi-hop networks through mediation analysis

  Reina, D. G., Toral, S., Asimakopoulou, E., Barrero, F. & Bessis, N., 26 Jun 2015, In: Pervasive and Mobile Computing. 24, p. 16-29

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electric network analysis
  • Broadcasting
  • Mobile ad hoc networks
  • Network protocols
  • Ad hoc networks
  4 Citations (Scopus)

  71 Downloads (Pure)
• 2014

  LEDFD: A Low Energy Consumption Distributed Fault Detection Algorithm for Wireless Sensor Networks

  Xu, X-L., Geng, W., Yang, G., Bessis, N. & Norrington, P., 2014, In: International Journal of Distributed Sensor Networks. 2014, p. 1-10

  Research output: Contribution to journal › Article › peer-review

  File

  • Fault detection
  • Wireless sensor networks
  • Energy utilization
  • Sensor nodes
  • Energy conservation
  11 Citations (Scopus)

  72 Downloads (Pure)

• Multi-objective performance optimization of a probabilistic similarity/dissimilarity-based broadcasting scheme for mobile ad hoc networks in disaster response scenarios

  Reina, D. G., León-Coca, J. M., Toral, S., Asimakopoulou, E., Barrero, F., Norrington, P. & Bessis, N., Sep 2014, In: Soft Computing - A Fusion of Foundations, Methodologies and Applications. 18, 9, p. 1745-1756 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Performance Optimization
  • Disaster
  • Broadcasting
  • Dissimilarity
  • Multi-objective Optimization
  19 Citations (Scopus)

  85 Downloads (Pure)
• 2013

  IoTs (InternetofThings)and DfPL (Device-freePassive Localisation)inadisaster management scenario

  Deak, G., Curran, K., Condell, J., Asimakopoulou, E. & Bessis, N., 7 Feb 2013, (Accepted/In press) In: Simulation Modelling Practice and Theory. 35, p. 86-96

  Research output: Contribution to journal › Article › peer-review

  File

  • Wireless Sensors
  • Disasters
  • Scenarios
  • Compressed sensing
  • Disaster Management
  26 Citations (Scopus)

  62 Downloads (Pure)

• Using a novel message-exchanging optimization (MEO) model to reduce energy consumption in distributed systems

  Bessis, N., Sotiriadis, S., Pop, F. & Cristea, V., 2013, In: Simulation Modelling Practice and Theory.

  Research output: Contribution to journal › Article › peer-review

  • Energy utilization
  • Energy efficiency
  • Turnaround time
  • Communication
  • Scheduling
  35 Citations (Scopus)