Walton Institute for Information and Communications Systems Science

Research output

Research output per year 1992 2005 2006 2007 2009 2013 2018 2019 2020 2021 2022 2023 2024 2024

• 190 Conference contribution
• 101 Article
• 56 Paper
• 26 Chapter
• 82 More
  • 13 Other contribution
  • 11 Doctoral Thesis
  • 10 Book
  • 9 Patent
  • 7 Commissioned report
  • 7 Editorial
  • 6 Presentation
  • 4 Poster
  • 4 Conference article
  • 3 Master's Thesis
  • 2 Foreword/postscript
  • 2 Abstract
  • 1 Review article
  • 1 Digital or Visual Products
  • 1 Software
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2024

  Aligning interoperability architectures for digital agri-food platforms

  Doolin, K. J., Urdu, D., Berre, A., Sundmaker, H., Rilling, S., Roussaki, I., Marguglio, A., Zaborowski, P., atkinson, R., Palma, R., faraldi, M. & Wolfert, S., 13 Jul 2024, In: Computers and Electronics in Agriculture. 224, 109194.

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

  Open Access

  • Safety Measures 100%
  • Cost Reduction 100%
  • European Commission 100%
  • Digitalization 100%
  • European Cooperation 100%

• An Edge-Centric Industrial IoT Solution for Smart Dairy Processing

  Mhapsekar, R. U., O'Shea, N., Davy, S., Kilbane, D. & Abraham, L., 01 Sep 2024, In: IEEE Internet of Things Magazine. 7, 5, p. 80-87 8 p.

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

  • Dairy Product 100%
  • Milk Quality 100%

• Application Adaptive Light-Weight Deep Learning (AppAdapt-LWDL) Framework for Enabling Edge Intelligence in Dairy Processing

  Mhapsekar, R. U., Abraham, L., Davy, S. & Dey, I., 01 Jan 2024, In: IEEE Transactions on Mobile Computing.

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

  • Milk Quality 100%
  • Raw Milk 100%
  • Dairy Industry 100%
  • Adulteration Detection 100%
  • Adulteration 100%

• A Systematic Literature Review of XR Interventions to Improve Motor Skills Development among Autistic Children

  Power, M., Kennedy, S., Cleary, F., Mills, I., Kinsella, S. & Celdran, A. H., 05 Aug 2024, In: IEEE Access. 12, p. 108953-108974 22 p.

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

  Open Access

  • Motor Skills 100%
  • Pervasive Developmental Disorder 100%
  • Neural Network 16%
  • Physical Activity Level 16%

• A systematic review of the literature reporting on remote monitoring epileptic seizure detection devices

  Komal, K., Cleary, F., Wells, J. S. G. & Bennett, L., 27 Feb 2024, In: Epilepsy Research. 201, p. 107334 107334.

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

  • Epileptic Seizure 100%
  • Systematic Review 100%
  • Remote Sensing 100%
  • Accelerometer 16%
  • Physical Activity 8%
  1 Citation (Scopus)

• Complexity-Driven Model Compression for Resource-constrained Deep Learning on Edge

  Zawish, M., Davy, S. & Abraham, L., 12 Jan 2024, In: IEEE Transactions on Artificial Intelligence. 5, 8, p. 3886-3901 16 p.

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

  Open Access

  • Convolutional Neural Network 100%
  • Deep Learning Method 100%
  • Model Compression 100%
  • Floating-Point Operation 100%
  • Granularity 50%
  4 Citations (Scopus)

• Enhancing Health Risk Prediction in Internet of Medical Things: Leveraging Association Rule Mining

  Khan, A. A., Siddiqui, S. & Dey, I., 28 Aug 2024, In: Journal of Universal Computer Science. 30, 8, p. 1068-1088 21 p.

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

  Open Access

  • Association Rules 100%
  • Internet of Medical Things 100%
  • Learning System 100%
  • Remote Patient Monitoring 100%
  • Machine Learning Technique 25%

• Exploring Machine Learning Techniques for Accurate Prediction of Methane Hydrate Formation Temperature in Brine: A Comparative Study

  Aleem, W., Ahmad, S., Qamar, S., Hussain, M., Ali, O. & Rauf, A., 27 Apr 2024, In: Arabian Journal for Science and Engineering. 49, 6, p. 8983-8996 14 p.

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

  Open Access

  • Accurate Prediction 100%
  • Hydrate Formation Temperature 100%
  • Machine Learning Technique 100%
  • Methane 100%
  • Learning System 100%

• Hybrid Blended Deep Learning Approach for Milk Quality Analysis

  Mhapsekar, R. U., O'Shea, N., Davy, S. & Abraham, L., 07 Mar 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 3, p. 2253-2268 16 p.

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

  • Quality Analysis 100%
  • Deep Learning Method 100%
  • Learning Approach 100%
  • Preprocessing 100%
  • Milk Quality 100%
  5 Citations (Scopus)

• Hybrid Deep Learning Model for Paediatric Cardiac Anomaly Detection and Classification

  Netto, A. N., Abraham, L. & Philip, S., 11 Jun 2024, In: SN Computer Science. 5, 5, 642.

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

  • Deep Learning Model 100%
  • Anomaly Detection 100%
  • Deep Learning Method 100%
  • Phonocardiography 100%
  • Quality of Life 100%

• Internet of Paint (IoP): Channel Modeling and Capacity Analysis for Terahertz Electromagnetic Nanonetworks Embedded in Paint

  Wedage, L. T., Vuran, M. C., Butler, B., Koucheryavy, Y. & Balasubramaniam, S., 13 May 2024, In: IEEE Journal on Selected Areas in Communications. 42, 8, p. 2108-2121 14 p.

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

  Open Access

  • Terahertz 100%
  • Path Loss 100%
  • Transceiver 100%
  • Channel Capacity 100%
  • Channel Modeling 100%
  1 Citation (Scopus)

• Proceedings of the 15th International Newborn Brain Conference: Neonatal Neurocritical Care, seizures, and continuous aEEG and /or EEG monitoring

  Abend, N., Abramsky, R., Acun, C., Afifi, J., Almansa, A. S., Alvarez, M. J., Aly, H., Anthony, T., Ashoori, M., Avellis, F., Bacchini, P. L., Balasingam, T., Baraldi, E., Bastianelli, M., Bates, S., Beedgen, B., Benedetti, G., Bennett, L., Bertini, G. & Blennow, M. & 195 others, Boni, E., Bonifacio, S., Boulanger, J., Boylan, G., Bua, B., Campbell, S., Cantalupo, G., Capizzi, M., Cavicchiolo, M. E., Chalia, M., Chau, V., Chiodin, E., Chu, C., Cleary, F., Colditz, P., Corcoran, B., Cornet, M., Cossu, C., Coviello, C., Craig, A., Culic, I., Curró, A., Damien, J., Dani, C., Dempsey, E. M., Dereymaeker, A., deVeber, G., Donofrio, G., Duckworth, E., Dwyer, D., El-Dib, M., El-Shibiny, H., Farhath, F., Faunes, M., Ferri, S., Foran, A., Frassineti, L., Fukasawa, T., Gabbanini, S., Gallagher, A., Garvey, A., Giamberti, A., Gille, C., Glass, H., Goldshtein, M., Gonzalez, A., Griffin, S., Guarguagli, V., Guez-Barber, D., Gumayan, R. L., Gupta, M., Haffner, D., Hansen, A., Harsono, M., Hashimoto, M., Hermans, T., Herzberg, E., Hogan, R., Huberman, M., Huffelen, A. C. V., Hunt, R., Inder, T., Isgró, G., Ito, Y., Jalbout, R. E., Jansen, K., Joung, K., Juul, S., Kalika, P., Kapellou, O., Karnati, S., Keohane, C., Kidokoro, H., Knox, A., Komal, K., Kovalcik, J., Kubota, T., Kumai, S., Lanata, A., Landers, J., Lasagni, C., Lavu, R., Liu, W., Livingstone, V., Lori, S., Luca, A., Lunardi, C., Madise-Wobo, A. D., Magarelli, F., Magers, J., Mainini, N., Mallar, C., Marandyuk, B., Marangone, M., Marks, K., Marnane, W., Massey, S., Mastrangelo, M., Mathieson, S. R., McDonald, F. B., Mehrkanoon, S., Meneghelli, M., Michaelovski, A., Mietzsch, U., Mitsumatsu, T., Moen, S., Mohammad, K., Molloy, E., Monaco, S., Monsell, S., Montano, S., Moro, L., Murphy, C., Murray, D., Nakata, T., Naranje, K., Narita, H., Natsume, J., Naulaers, G., Nicoletti, N., Numis, A., O'Halloran, K. D., O'Shea, A., Ostendorf, A., O'Sullivan, M., O'Toole, J. M., Ozalvo, D., Paquette, N., Pardo, A., Parmeggiani, L., Patrizi, S., Pavel, A., Pavlidis, E., Peeples, E., Perrone, S., Petitpas, L., Pilon, B., Pinchefsky, E. F., Ponta, A., Ponzetto, E., Pourcyrous, M., Pressler, R., Priante, E., Proietti, J., Puthuraya, S., Rana, D., Ranucci, M., Ream, M., Redpath, S., Rennie, J., Rose, M., Ryan, M. A., Sansevere, A., Sato, Y., Satriano, A., Sauchella, G., Schwarz, C. E., Seraglio, S., Shah, D., Shany, E., Shelef, I., Shellhaas, R., Shiraki, A., Singla, A. S. M., Slaughter, L., Soravia, G., Soul, J., Staffler, A., Suzui, R., Takeo, T., Thomas, C., Toso, A., Toso, P., Tremblay, J., Tsuchida, T., Twanow, J., Vannasing, P., Varrica, A., Verdi, F., Verlato, G., Verma, A., Vos, M. D., Vries, L. D., Walsh, B., Wang, S., Wells, J. S. G., Wilk, L., Will, R., Wintermark, P., Wischmeijer, A., Wu, Y., Yamada, M., Yamamoto, H., Zahalka, A. & Zanotti, M. C., 05 Aug 2024, In: Journal of neonatal-perinatal medicine. 17, 3, p. S345-S392

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

  Open Access

• Quantum Game Theory Meets Quantum Networks

  Dey, I., Marchetti, N., Caleffi, M. & Cacciapuoti, A. S., 2024, In: IEEE Wireless Communications. 31, 4, p. 90-96 7 p.

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

  • Game Theory 100%
  • Quantum Computer 25%
  1 Citation (Scopus)

• Towards assessing reliability of next-generation Internet of Things dashboard for anxiety risk classification

  Siddiqui, S., Khan, A. A., Abdesselam, F. N., Qasmi, S. A., Akhundzada, A. & Dey, I., 19 Aug 2024, In: IET Wireless Sensor Systems.

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

  Open Access

  • Dashboards 100%
  • Generation Internet 100%
  • Internet-Of-Things 100%
  • Computer Hardware 50%
  • Classification 50%
• 2023

  An Ensemble Deep Learning Model for Forecasting Hourly PM 2.5 Concentrations

  Mohan, A. S. & Abraham, L., 31 Oct 2023, In: IETE Journal of Research.

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

• Channel Emulator Framework for Underwater Acoustic Communications

  Dey, I. & Marchetti, N., 08 May 2023, In: Applied Sciences (Switzerland). 13, 9, 5818.

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

  Open Access

  • Acoustic Signal 100%
  • Mathematical Model 100%
  • Underwater Acoustics 100%
  • Oscillator 66%
  • Network Topology 33%
  1 Citation (Scopus)

• Climate Change Sensing through Terahertz Communication Infrastructure: A Disruptive Application of 6G Networks

  Wedage, L. T., Butler, B., Balasubramaniam, S., Koucheryavy, Y., Jornet, J. M. & Vuran, M. C., 06 Oct 2023, In: IEEE Network. 8 p.

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

  • Terahertz 100%
  • Communication Infrastructure 100%
  • Climate Change 100%
  • Climatic Change 100%
  • Density 100%
  3 Citations (Scopus)

• Comparative Analysis of Terahertz Propagation Under Dust Storm Conditions on Mars and Earth

  Wedage, L. T., Butler, B., Balasubramaniam, S., Koucheryavy, Y. & Vuran, M. C., 13 Jun 2023, In: IEEE Journal on Selected Topics in Signal Processing. 17, 4, p. 745-760 16 p.

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

  • Comparative Analysis 100%
  • Terahertz 100%
  • Channel Capacity 33%
  • Simulation Result 22%
  • Propagation Path 22%
  6 Citations (Scopus)

• Investigating knowledge dissemination and social media use in the farming network to build trust in smart farming technology adoption

  Dilleen, G., Claffey, E., Foley, A. & Doolin, K. J., 27 Jun 2023, In: Journal of Business and Industrial Marketing. 38, 8, p. 1754-1765 12 p.

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

  Open Access

  • Technology Vendor 100%
  • Semistructured Interview 50%
  • Social Network Theory 50%
  • Influence Network 50%
  14 Citations (Scopus)

• Plasmonic wavelength-dependent optical switch

  Kilbane, D., Prinz, E., Eul, T., Hartelt, M., Mahro, A. K., Hensen, M., Pfeiffer, W. & Aeschlimann, M., 28 Feb 2023, In: Optics Express. 31, 6, p. 9579-9590 12 p.

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

  Open Access

  • Antenna 100%
  • Whispering Gallery Modes 100%
  • Plasmonics 100%
  • Optical Switch 100%
  • Laser Source 50%
  2 Citations (Scopus)

• Space-Time- and Frequency- Spreading for Interference Minimization in Dense IoT

  Dey, I. & Marchetti, N., 14 Mar 2023, In: IEEE Internet of Things Magazine. 6, 1, p. 148-153 6 p.

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

  Open Access

  • Internet-Of-Things 100%
  • Energy Engineering 66%
  • Channel Impairment 66%
  • Data Stream 66%
  • Indoor Scenario 33%
  4 Citations (Scopus)
• 2022

  A Comprehensive Review of Internet of Things: Technology Stack, Middlewares, and Fog/Edge Computing Interface

  Ali, O., Ishak, M. K., Bhatti, M. K. L., Khan, I. & Kim, K.-I., 27 Jan 2022, In: Sensors.

  Research output: Contribution to journal › Article › peer-review
  59 Citations (Scopus)

• A Machine Learning Approach for Early COVID-19 Symptoms Identification

  Ali, O., 2022, In: Computers, Materials & Continua.

  Research output: Contribution to journal › Article › peer-review
  3 Citations (Scopus)

• Battery characterization for wireless sensor network applications to investigate the effect of load on surface temperatures

  Ali, O., Ishak, M. K., Ooi, C. A. & Bhatti, M. K. L., Feb 2022, In: Royal Society Open Science.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Building an interoperable space for smart agriculture

  Roussaki, I., Doolin, K., Skarmeta, A., Routis, G., Lopez-Morales, J. A., Claffey, E., Mora, M. & Martinez, J. A., 01 Feb 2022, In: Digital Communications and Networks.

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

  Open Access

  • Network Device 100%
  • Lifecycle 100%
  • Software Resource 100%
  • Food Sector 100%
  • Data Source 100%
  34 Citations (Scopus)

• Dynamic link adaptation for filterband multicarrier in networks with diverse service quality and throughput requirements

  Tiwana, A. J., Zeeshan, M., Ashraf, T., Farooq, M. U., Shahzad, K. & Akhunzada, A., Jan 2022, In: Telecommunication Systems. 79, 1, p. 109-122 14 p.

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

  Open Access

  • Channel Condition 100%
  • Link Adaptation 100%
  • Filterbank 100%
  • Data Rate 66%
  • Quality of Service 66%
  3 Citations (Scopus)

• FIPAM: Fuzzy Inference based Placement and Migration Approach for NFV-based IoTs

  Tariq, M. A., Farooq, M. U., Zeeshan, M., Hassan, A. & Akhunzada, A., 01 Jan 2022, In: IEEE Transactions on Network and Service Management.

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

  • Network Function Virtualization 100%
  • Virtual Networks 100%
  • Network Function 100%
  • Internet-Of-Things 66%
  • Service Management 16%
  3 Citations (Scopus)

• Graph-based Heuristic Solution for Placing Distributed Video Processing Applications on Moving Vehicle Clusters

  Sharma, K., Butler, B. & Jennings, B., 01 Sep 2022, In: IEEE Transactions on Network and Service Management. 19, 3, p. 3076-3089 14 p.

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

  • Video Processing 100%
  • Mobility Model 100%
  • Heuristic Solution 100%
  • Resource Utilisation 100%
  • Dynamic Network 50%
  4 Citations (Scopus)

• Image Detection and Responsivity Analysis of Embroidered Fabric Markers Using Augmented Reality Technology †

  Pathak, A., Mills, I. & Cleary, F., 2022, In: Engineering Proceedings. 15, 1, 12.

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

  Open Access

  • Augmented Reality Technology 100%
  • augmented reality application 100%
  • Augmented Reality 100%
  • Responsivity 100%
  • Smart Textile 100%
  4 Citations (Scopus)

• Implementation of a software defined FLISR solution on an active distribution grid [version 2; peer review: 2 approved]

  Leniston, D., Ryan, D., Hayes, P., Davy, S. & Power, C., 20 Sep 2022, In: Open Research Europe. 1, 142, 142.

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

  • Distribution Grid 100%
  • Distribution System 100%
  • Fault Location 100%
  • Modern Software 50%
  • Quality of Service 25%
  2 Citations (Scopus)

• Scaling and Placing Distributed Services on Vehicle Clusters in Urban Environments

  Sharma, K., Butler, B. & Jennings, B., 2022, (Accepted/In press) In: IEEE Transactions on Services Computing. p. 1 1 p.

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

  • Distributed Service 100%
  • Urban Environment 100%
  • Communication Cost 50%
  • Processing Cost 50%
  • Optimization Problem 25%
  5 Citations (Scopus)
• 2021

  Adaptive clear channel assessment (A-CCA): Energy efficient method to improve wireless sensor networks (WSNs) operations

  Ali, O., Ishak, M. K. & Bhatti, M. K. L., 2021, In: AEU - International Journal of Electronics and Communications.

  Research output: Contribution to journal › Article › peer-review
  14 Citations (Scopus)

• A Deep Neural Network-Based Multi-Label Classifier for SLA Violation Prediction in a Latency Sensitive NFV Application

  Jalodia, N., Taneja, M. & Davy, A., 2021, In: IEEE Open Journal of the Communications Society. 2, p. 2469-2493 25 p.

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

  Open Access

  • Service-Level Objective 100%
  • Network Function Virtualization 100%
  • Service-Level Agreement 100%
  • Deep Neural Network 100%
  • Quality of Service 33%
  5 Citations (Scopus)

• A Novel Cooperative Micro-Caching Algorithm Based on Fuzzy Inference Through NFV in Ultra-Dense IoT Networks

  Farooq, M. U., Zeeshan, M., Jahangir, M. T. & Asif, M., 23 Oct 2021, In: Journal of Network and Systems Management. 30, 1, 20.

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

  • Internet-Of-Things 100%
  • Network Traffic 66%
  • Linear Programming Problem 66%
  • Integer-Linear Programming 66%
  • Quality-of-Experience 33%
  5 Citations (Scopus)

• A novel hybrid spreading and scrambling based multiple access (SSMA) technique for capacity improvement

  Ashraf, T., Zeeshan, M. & Farooq, M. U., 16 Nov 2021, In: Telecommunication Systems.

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

• Connected Dominating Set Enabled On-Demand Routing (CDS-OR) for Wireless Mesh Networks

  Farooq, M. U. & Zeeshan, M., Nov 2021, In: IEEE Wireless Communications Letters. 1536-1284

  Research output: Contribution to journal › Article › peer-review
  11 Citations (Scopus)

• Digital image forensic using deep flower pollination with adaptive Harris hawk optimization

  Abraham, L., Jul 2021, In: Multimedia Tools and Applications.

  Research output: Contribution to journal › Article › peer-review
  10 Citations (Scopus)

• Early COVID-19 symptoms identification using hybrid unsupervised machine learning techniques

  Ali, O., Ishak, M. K. & Bhatti, M. K. L., 2021, In: Computers, Materials and Continua.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Emerging IoT domains, current standings and open research challenges: a review

  Ali, O., Ishak, M. K. & Bhatti, M. K. L., 16 Aug 2021, In: PeerJ Computer Science.

  Research output: Contribution to journal › Article › peer-review
  16 Citations (Scopus)

• ENERGY EFFICIENT SCHEME FOR WIRELESS SENSOR NETWORKS BASED ON CONTIKIMAC PROTOCOL

  Ali, O., 01 Dec 2021, In: Journal of Engineering Science and Technology.

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

  • Wireless Sensor Network 100%
  • Energy Efficient 100%
  • Clear Channel Assessment 100%
  • Energy Consumption 100%
  • Internet-Of-Things 100%
  1 Citation (Scopus)

• Evolving Intelligent Reflector Surface Toward 6G for Public Health: Application in Airborne Virus Detection

  Siljak, H., Ashraf, N., Barros, M. T., Martins, D. P., Butler, B., Farhang, A., Marchetti, N. & Balasubramaniam, S., 01 Sep 2021, In: IEEE Network. 35, 5, p. 306-312 7 p.

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

  • Emerging Technology 100%
  • Health Application 100%
  • Virus Detection 100%
  • Reflected Beam 100%
  • Metasurface 100%
  8 Citations (Scopus)

• On-Body Edge Computing Through E-Textile Programmable Logic Array

  Cleary, F., Henshall, D. C. & Balasubramaniam, S., 2021, In: Frontiers in Communications and Networks. 2, 688419.

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

  Open Access

  • e-textiles 100%
  • Edge Computing 100%
  • Programmable Logic Array 100%
  • Health Monitoring 40%
  • Conductive 20%
  6 Citations (Scopus)

• Review of technology‐supported multimodal solutions for people with dementia

  Zamiri, M., Sarraipa, J., Ferreira, F. L., Mc Manus, G., O’brien, P., Camarinha‐matos, L. M. & Jardim‐goncalves, R., 02 Jul 2021, In: Sensors. 21, 14, 4806.

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

  Open Access

  • Daily Activity 100%
  • Subclasses 100%
  • Vulnerable People 100%
  • Potential Application 100%
  • Systematic Review 100%
  5 Citations (Scopus)
• 2020

  A Novel Outlier Detection Method for Multivariate Data

  Almardeny, Y., Boujnah, N. & Cleary, F., 2020, (Accepted/In press) In: IEEE Transactions on Knowledge and Data Engineering.

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

  Open Access

  File

  • Outlier Detection 100%
  • Detection Algorithm 100%
  • Outlier Detection Method 100%
  • Multivariate Data 100%
  • Attribute Space 50%
  39 Citations (Scopus)

• Bringing intelligence to IoT Edge: Machine Learning based Smart City Image Classification using Microsoft Azure IoT and Custom Vision

  Ali, O., Apr 2020, In: Journal of Physics: Conference Series.

  Research output: Contribution to journal › Article › peer-review
  19 Citations (Scopus)

• Digital Image Forgery Detection Approaches: A Review and Analysis

  Abraham, L., 2020, In: SSRN Electronic Journal.

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

• Digital Twin for Metasurface Reflector Management in 6G Terahertz Communications

  Pengnoo, M., Barros, M. T., Wuttisittikulkij, L., Butler, B., Davy, A. & Balasubramaniam, S., 2020, In: IEEE Access. 8, p. 114580-114596 17 p., 9121234.

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

  Open Access

  • Basestation 100%
  • Terahertz 100%
  • Metasurface 100%
  • Image Processing 100%
  • Digital Twin 100%
  51 Citations (Scopus)

• Distributed and Collaborative High Speed Inference Deep Learning for Mobile Edge with Topological Dependencies

  Henna, S. & Davy, A., 2020, (Accepted/In press) In: IEEE Transactions on Cloud Computing.

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

  Open Access

  • Deep Learning Method 100%
  • Collaborative Learning 100%
  • Communication Overhead 66%
  • Graph Neural Network 66%
  • Multi-Access Edge Computing 66%
  9 Citations (Scopus)

• Machine learning based fog computing assisted data-driven approach for early lameness detection in dairy cattle

  Taneja, M., Byabazaire, J., Jalodia, N., Davy, A., Olariu, C. & Malone, P., Apr 2020, In: Computers and Electronics in Agriculture. 171, 105286, 105286.

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

  Open Access

  File

  • Cow 100%
  • Dairy Cattle 100%
  • Equipment 25%
  • Herd Size 25%
  • Herd 25%
  97 Citations (Scopus)

• MAC Protocols for Terahertz Communication: A Comprehensive Survey

  Ghafoor, S., Boujnah, N., Rehmani, M. H. & Davy, A., 01 Oct 2020, In: IEEE Communications Surveys and Tutorials. 22, 4, p. 2236-2282 47 p., 9170557.

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

  Open Access

  • Channel Access 100%
  • Link Establishment 100%
  • Terahertz 100%
  • Media Access Protocol 100%
  • Research Direction 50%
  86 Citations (Scopus)