Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength.

Khan, Umar F.; Janjua, Ghalib M.W.; Ayub, Ahmad; Ilyas, Mohammad Adnan; Shahzad, Khurram; Mohamed, Hamd

doi:10.1109/WPMC50192.2020.9309452

VEGAS: a variable length-based genetic algorithm for ensemble selection in deep ensemble learning. (2021)
Conference Proceeding
HAN, K., PHAM, T., VU, T.H., DANG, T., MCCALL, J. and NGUYEN, T.T. 2021. VEGAS: a variable length-based genetic algorithm for ensemble selection in deep ensemble learning. In Nguyen, N.T., Chittayasothorn, S., Niyato, D. and Trawiński, B. (eds.) Intelligent information and database systems: proceedings of the 13th Asian conference on intelligent information and database systems 2021 (ACCIIDS 2021), 7-10 April 2021, [virtual conference]. Lecture Notes in Computer Science, 12672. Cham: Springer [online], pages 168–180. Available from: https://doi.org/10.1007/978-3-030-73280-6_14

In this study, we introduce an ensemble selection method for deep ensemble systems called VEGAS. The deep ensemble models include multiple layers of the ensemble of classifiers (EoC). At each layer, we train the EoC and generates training data for th... Read More about VEGAS: a variable length-based genetic algorithm for ensemble selection in deep ensemble learning..

Topology generated non-fungible tokens: blockchain as infrastructure for a circular economy in architectural design. (2021)
Conference Proceeding
DOUNAS, T., JABI, W. and LOMBARDI, D. 2021. Topology generated non-fungible tokens: blockchain as infrastructure for a circular economy in architectural design. In Globa, A., van Ameijde, J., Fingrut, A., Kim, N. and Sky Lo, T.T. (eds.) Proceedings of the 26th Association for Computer-Aided Architectural Design Research in Asia international conference 2021 (CAADRIA 2021): projections, 29 March - 1 April 2021, [virtual conference]. Hong Kong: CAADRIA [online], vol 2, pages 151-160. Available from: https://caadria2021.org/wp-content/uploads/2021/03/caadria2021_376.pdf

The paper presents a new digital infrastructure layer for buildings and architectural assets. The infrastructure layer consists of a combination of topology graphs secured on a decentralised ledger. The topology graphs organise non-fungible digital t... Read More about Topology generated non-fungible tokens: blockchain as infrastructure for a circular economy in architectural design..

Virtual World16: virtual design collaboration for the intersection of academia and industry. (2021)
Conference Proceeding
SCHNABEL, M.A., KOBAYASHI, Y., PENCREACH, Y., BENNADJI, A., CHOI, D., FIAMMA, P., FUKUDA, T., LO, T.T., NARAHARA, T., NOVAK, M., RON, R., SWARTS, M., TERZIDIS, K., TUCKER, T. and VITAL, R. 2021. Virtual World16: virtual design collaboration for the intersection of academia and industry. In Globa, A., van Ameijde, J., Fingrut, A., Kim, N. and Sky Lo, T.T. (eds.) Proceedings of the 26th Association for Computer-Aided Architectural Design Research in Asia international conference 2021 (CAADRIA 2021): projections, 29 March - 1 April 2021, [virtual conference]. Hong Kong: CAADRIA [online], vol 2, pages 203-212. Available from: https://caadria2021.org/wp-content/uploads/2021/03/caadria2021_318.pdf

Over the past 13 years, the 'World16'-group has collaborated face-to-face on various challenges that architectural design faces within VR, architecture, urban design, and its delivery to the professional industries. The focus of the collaboration is... Read More about Virtual World16: virtual design collaboration for the intersection of academia and industry..

Proceedings of the 9th Arab Society for Computer Aided Architectural Design (ASCAAD) international conference 2021 (ASCAAD 2021): architecture in the age of disruptive technologies: transformation and challenges. (2021)
Conference Proceeding
ABDELMOHSEN, S., EL-KHOULY, T., MALLASI, Z. and BENNADJI, A. (eds.) 2021. Proceedings of the 9th Arab Society for Computer Aided Architectural Design (ASCAAD) international conference (ASCAAD 2021): architecture in the age of disruptive technologies: transformation and challenges, 2-4 March 2021, [virtual conference]. Aberdeen: Robert Gordon University [online]. Available from: http://ascaad.org/conference/2021/docs/proceedings.pdf

The ASCAAD 2021 conference theme is Architecture in the age of disruptive technologies: transformation and challenges. The theme addresses the gradual shift in computational design from prototypical morphogenetic-centered associations in the architec... Read More about Proceedings of the 9th Arab Society for Computer Aided Architectural Design (ASCAAD) international conference 2021 (ASCAAD 2021): architecture in the age of disruptive technologies: transformation and challenges..

User-friendly tool to enable individual homeowners to invest in energy efficiency. (2021)
Conference Proceeding
SEDDIKI, M., BENNADJI, A., LAING, R. and GRAY, D. 2021. User-friendly tool to enable individual homeowners to invest in energy efficiency. In Abdelmohsen, S., El-Khouly, T., Mallasi, Z. and Bennadji, A. (eds.). Architecture in the age of disruptive technologies: transformation and challenges: proceedings of the 9th Arab Society for Computer Aided Architectural Design 2021 (ASCAAD 2021), 2-4 March 2021, [virtual conference]. Aberdeen: Robert Gordon University, pages 750-756. Hosted on CumInCAD [online]. Available from: http://papers.cumincad.org/cgi-bin/works/paper/ascaad2021_155

Buildings are an important source of CO2 emissions and account for almost a third of final energy consumption globally. The necessity to achieve energy efficiency standards in new and existing buildings is now recognised. The residential sector consu... Read More about User-friendly tool to enable individual homeowners to invest in energy efficiency..

Parametric Iranian-Islamic muqarnas as drivers for design for fabrication and assembly via UAVs: parametric analysis and synthesis of Iranian-Islamic muqarnas. (2021)
Conference Proceeding
ZAMANI, E. and DOUNAS, T. 2021. Parametric Iranian-Islamic muqarnas as drivers for design for fabrication and assembly via UAVs: parametric analysis and synthesis of Iranian-Islamic muqarnas. In Abdelmohsen, S., El-Khouly, T., Mallasi, Z. and Bennadji, A. (eds.). Architecture in the age of disruptive technologies: transformation and challenges: proceedings of the 9th Arab Society for Computer Aided Architectural Design 2021 (ASCAAD 2021), 2-4 March 2021, [virtual conference]. Aberdeen: Robert Gordon University, pages 436-449. Hosted on CumInCAD [online]. Available from: http://papers.cumincad.org/data/works/att/ascaad2021_050.pdf

This study proposes a DfMA (from design to assembly) based on Unmanned Aerial Vehicle (UAV) and uses Iranian-Islamic Muqarnas as the case study due to their geometric modularity. In Islamic architecture, different geographic regions are known to have... Read More about Parametric Iranian-Islamic muqarnas as drivers for design for fabrication and assembly via UAVs: parametric analysis and synthesis of Iranian-Islamic muqarnas..

Can green infrastructure development in cities be equitable? An eclectic review of Dundee City’s electric vehicles strategy. (2021)
Conference Proceeding
ASEKOMEH, A., GERSHON, O. and AZUBUIKE, S.I. 2020. Can green infrastructure development in cities be equitable? An eclectic review of Dundee City's electric vehicles strategy. In Bhattacharyya, S. (ed.) Proceedings of the 2nd IESD international conference on the UN Sustainable Development Goals (SDG-IESD 2020): aligning local interventions with the UN Sustainable Developments Goals, 2 July 2020, Leicester, UK. Leicester: De Montfort University. Institute of Energy and Sustainable Development [online], pages 23-51. Available from: https://tinyurl.com/2p8mffee

Dundee City has been successful in installing green infrastructure for charging electric vehicles (EVs). This intervention apparently matches the sustainable development goals (SDGs) of affordable clean energy (7), sustainable cities and communities... Read More about Can green infrastructure development in cities be equitable? An eclectic review of Dundee City’s electric vehicles strategy..

Convolutional network based animal recognition using YOLO and darknet. (2021)
Conference Proceeding
REDDY, B.K., BANO, S., REDDY, G.G., KOMMINENI, R. and REDDY, P.Y. 2021. Convolutional network based animal recognition using YOLO and darknet. In Proceedings of the 6th International conference on inventive computation technologies (ICICT 2021), 20-22 January 2021, Coimbatore, India. Piscataway: IEEE [online], pages 1198-1203. Available from: https://doi.org/10.1109/ICICT50816.2021.9358620

In general, the manual detection of animals with their names is a very tedious task. To overcome this challenge, this research work has developed a YOLOV3 model to identify the animal present in the image given by user. The algorithm used in YOLOV3 m... Read More about Convolutional network based animal recognition using YOLO and darknet..

Similarity score of two images using different measures. (2021)
Conference Proceeding
APPANA, V., GUTTIKONDA, T.M., SHREE, D., BANO, S. and KURRA, H. 2021. Similarity score of two images using different measures. In Proceedings of the 6th International conference on inventive computation technologies (ICICT 2021), 20-22 January 2021, Coimbatore, India. Piscataway: IEEE [online], pages 741-746. Available from: https://doi.org/10.1109/ICICT50816.2021.9358789

In the field of computer vision and image processing, image similarity has been a central concern for decades. If you compare two pictures, Image Similarity returns a value that tells you how physically they are close. A quantitative measure of the d... Read More about Similarity score of two images using different measures..

LTMS: a lightweight trust management system for wireless medical sensor networks. (2021)
Conference Proceeding
HAJAR, M.S., AL-KADRI, M.O. and KALUTARAGE, H. 2020. LTMS: a lightweight trust management system for wireless medical sensor networks. In Wang, G., Ko, R., Bhuiyan, M.Z.A. and Pan, Y. (eds.). Proceedings of 19th Institute of Electrical and Electronics Engineers (IEEE) Trust, security and privacy in computing and communication international conference 2020 (TrustCom 2020), 29 Dec 2020 - 1 Jan 2021, Guangzhou, China. Piscataway: IEEE [online], pages 1783-1790. Available from: https://doi.org/10.1109/TrustCom50675.2020.00245

Wireless Medical Sensor Networks (WMSNs) offer ubiquitous health applications that enhance patients' quality of life and support national health systems. Detecting internal attacks on WMSNs is still challenging since cryptographic measures can not pr... Read More about LTMS: a lightweight trust management system for wireless medical sensor networks..

Resource efficient boosting method for IoT security monitoring. (2021)
Conference Proceeding
ZAKARIYYA, I., AL-KADRI, M.O. and KALUTARAGE, H. 2021. Resource efficient boosting method for IoT security monitoring. In Proceedings of 18th Institute of Electrical and Electronics Engineers (IEEE) Consumer communications and networking conference 2021 (CCNC 2021), 9-12 January 2021, [virtual conference]. Piscataway: IEEE [online], article 9369620. Available from: https://doi.org/10.1109/ccnc49032.2021.9369620

Machine learning (ML) methods are widely proposed for security monitoring of Internet of Things (IoT). However, these methods can be computationally expensive for resource constraint IoT devices. This paper proposes an optimized resource efficient ML... Read More about Resource efficient boosting method for IoT security monitoring..

Open science at a time of the COVID-19 pandemic: a new opportunity to improve emergency response. (2021)
Conference Proceeding
SHMAGUN, H., OPPENHEIM, C., SHIM, J., CHOI, K.-N. and KIM, J. 2021. Open science at a time of the COVID-19 pandemic: a new opportunity to improve emergency response. In Bui, T.X. (ed.) Proceedings of 54th annual Hawaii international conference on system sciences 2021 (HICSS-54), 4-8 January 2021, [virtual conference]. Washington: IEEE Computer Society, pages 2275-2284. Hosted on ScholarSpace [online]. Available from: https://doi.org/10.24251/HICSS.2021.278

The ongoing COVID-19 pandemic has become a major milestone encouraging a change from traditional scholarly communication practices and policies in favour of greater openness, sharing, and reuse. Interviews with South Korean and Australian experts has... Read More about Open science at a time of the COVID-19 pandemic: a new opportunity to improve emergency response..

Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength. (2021)
Conference Proceeding
KHAN, U.F., JANJUA, G.M.W., AYUB, A., ILYAS, M.A., SHAHZAD, K. and MOHAMED, H. 2020. Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength. In Proceedings of 23rd Wireless personal multimedia communications symposium 2020 (WPMC2020): bridging wireless and business worlds, 19-26 October 2020, [virtual conference]. Piscataway: IEEE [online], article ID 9309452. Available from: https://doi.org/10.1109/WPMC50192.2020.9309452

Received signal strength (RSS) based localization of a source is a simple but effective technique. In RSS based localization source location is estimated by converting obtained signal into distance. In this paper, centroid and weighted centroid algor... Read More about Use of optimized centroid and weighted centroid algorithms to locate a partial discharge source by using received signal strength..

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