Recent Submissions

  • Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations 

    Nicolson, Aaron; Paliwal, Kuldip (INTERSPEECH 2018, 2018)
    An accurate Ideal Binary Mask (IBM) estimate is essential for Missing Feature Theory (MFT)-based speaker identifica-tion, as incorrectly labelled spectral components (where a com-ponent is either reliable or unreliable) ...
  • Utilizing large hall offset voltage for conversion free 4H-SiC strain sensor 

    Nguyen Tuan, Khoa; Phan, Hoang Phuong; Han, Ji-Sheng; Dinh, Toan; Md Foisal, Abu; Zhu, Yong; Nguyen, Nam-Trung; Dao, Dung (MEMS 2018, 2018)
    This work presents a conversion free p-type 4H silicon carbide (4H-SiC) four-terminal strain sensor utilizing a large Hall offset voltage in a symmetric four-terminal configuration. Upon the application of mechanical strain, ...
  • A single-institution prospective evaluation of a neuro-oncology multidisciplinary team meeting 

    Ameratunga, Malaka; Miller, Dorothea; Ng, Wayne; Wada, Mori; Gonzalvo, Augusto; Cher, Lawrence; Gan, Hui (2018)
    Multi-disciplinary team meetings (MDTs) are considered essential to quality cancer care. For some malignancies, MDTs have been associated with improved outcomes, but data regarding the neuro-oncology MDT is limited. We ...
  • Detecting Suicidal Ideation with Data Protection in Online Communities 

    Ji, S; Long, G; Pan, S; Zhu, T; Jiang, J; Wang, Sen (Database Systems for Advanced Applications 24th International Conference, DASFAA 2019, 2019)
    Recent advances in Artificial Intelligence empower proactive social services that use virtual intelligent agents to automatically detect people’s suicidal ideation. Conventional machine learning methods require a large ...
  • Dynamic behavior of transformerless PV system on the short-term voltage stability of distribution network 

    Islam, M; Nadarajah, M; Hossain, Md. Jahangir (2017 IEEE Power & Energy Society General Meeting, 2018)
    Recently, transformerless (TL) inverters are being extensively used in small-scale photovoltaic (PV) systems due to their compact size, lighter weight and higher efficiency. However, the growing penetrations of inverter-based ...
  • A communication-enhanced price-based control scheme for HVAC systems 

    Fernandez, E; Jamborsalamati, P; Hossain, Md. Jahangir; Amin, U (2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia), 2018)
    Real-time electricity pricing has been a key issue in Australia's national electricity markets. The average electricity bill paid by a consumer is influenced by the amount of energy consumption by different loads and their ...
  • Impact of battery energy storage systems on electromechanical oscillations in power systems 

    Setiadi, H; Mithulananthan, N; Hossain, Md. Jahangir (2017 IEEE Power & Energy Society General Meeting, 2018)
    Due to high penetrations of renewable energy systems (RESs), deployment of energy storage is significantly increased in recent years. Among varieties of energy storage options, battery energy storage systems (BESSs) are ...
  • Improvement of supply restoration in multi-spare-feeder active distribution grids using IEC 61850 

    Jamborsalamati, P; Sadu, A; Ponci, F; Monti, A; Hossain, Md. Jahangir (2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia), 2018)
    Automating the entire process of Fault Location, Isolation, and Service Restoration (FLISR) can significantly reduce the minutes of interruption (caused by a fault) in distribution grids. Consequently, it can reduce the ...
  • Optimal scheduling of electrical appliances and der units for home energy management system 

    Nizami, M; Hossain, Md. Jahangir (2017 Australasian Universities Power Engineering Conference (AUPEC), 2018)
    This paper presents an optimal scheduling model for Demand Response (DR) based Home Energy Management System (HEMS) that schedules residential electrical appliances and Distributed Energy Resource (DER) units for active ...
  • Design and implementation of a cloud-based IoT platform for data acquisition and device supply management in smart buildings 

    Jamborsalamati, P; Fernandez, E; Hossain, Md. Jahangir; Rafi, Fida Hasan Md (2017 Australasian Universities Power Engineering Conference (AUPEC), 2018)
    Increased numbers of installed IoT devices and more complex building management algorithms make vital a secure, reliable, and cloud-based IoT platform, offering provisions for devices to communicate and react to predefined ...
  • An LPV H∞ Control Design for the Varying Rotor Resistance Effects on the Dynamic Performance of Induction Motors 

    Nawazish Ali, S; Hanif, A; Hossain, Md. Jahangir; Sharma, V (2018 IEEE 27th International Symposium on Industrial Electronics (ISIE), 2018)
    The variation in rotor resistance caused by the bchange in operating and ambient temperature deteriorates the dynamic response of induction motors. This paper presents an output feedback Linear Parameter Varying (LPV) ...
  • Energy Cost Optimization and der Scheduling for Unified Energy Management System of Residential Neighborhood 

    Nizami, M; Hossain, Md. Jahangir; Mahmud, K; Ravishankar, J (2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 2018)
    Consumers with distributed energy resources (DERs) and intelligent building energy management systems (BEMS) can achieve significant electricity bill reduction by participating in demand response (DR) programs. DR encourages ...
  • Scalable Rule Learning via Learning Representation 

    Ghiasnezhad Omran, Pouya; Wang, Kewen; Wang, Zhe (IJCAI-18, 2018)
    We study the problem of learning first-order rules from large Knowledge Graphs (KGs). With recent advancement in information extraction, vast data repositories in the KG format have been obtained such as Freebase and YAGO. ...
  • Analyzing use of high privileges on android: An empirical case study of screenshot and screen recording applications 

    Meng, M; Bai, Guangdong; Liu, J; Luo, X; Wang, Y (International Conference on Information Security and Cryptology, Inscrypt 2018: Information Security and Cryptology, 2019)
    The number of Android smartphone and tablet users has experienced a rapid growth in the past few years and it raises users’ awareness on privacy and security issues of their mobile devices. There are lots of users rooting ...
  • Tracker Operating Characteristic for Integrated Probabilistic Data Association 

    Clarkson, I; Williams, J (2018 International Conference on Radar (RADAR), 2018)
    Integrated Probabilistic Data Association (IPDA) is a popular approach to target tracking and to track initiation and termination. In regards to track initiation, it may be said to belong to the "detect-then-track" class ...
  • Superconducting nanowire single-photon detector on lithium niobate 

    Smirnov, E; Golikov, A; Zolotov, P; Kovalyuk, V; Lobino, Mirko; Voronov, B; Korneev, A; Goltsman, G (5th International School and Conference Saint Petersburg OPEN 2018: Optoelectronics, Photonics, Engineering and Nanostructures, 2018)
    We demonstrate superconducting niobium nitride nanowires folded on top of lithium niobate substrate. We report of 6% system detection efficiency at 20 s-1 dark count rate at telecommunication wavelength (1550 nm). Our ...
  • Trace ratio optimization with feature correlation mining for multiclass discriminant analysis 

    Rezaei Boroujeni, Forough; Wang, Sen; Li, Z; West, Nicholas; Stantic, Bela; Yao, L; Long, G (32nd AAAI Conference on Artificial Intelligence, 2018)
    Fisher's linear discriminant analysis is a widely accepted dimensionality reduction method, which aims to find a transformation matrix to convert feature space to a smaller space by maximising the between-class scatter ...
  • A Two-Factor Authentication Scheme based on Negative Databases 

    Liu, Ran; Wang, Xiang; Wang, Can (8th IEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2018)
    In some scenes such as smart mobile terminal, low energy consumption and high efficiency are highly important in information security. So two-factor authentication scheme based on classical encryption algorithms are not ...
  • NeuRec: On nonlinear transformation for personalized ranking 

    Zhang, S; Yao, L; Sun, A; Wang, Sen; Long, G; Dong, M (2018)
    Modeling user-item interaction patterns is an important task for personalized recommendations. Many recommender systems are based on the assumption that there exists a linear relationship between users and items while ...
  • Molecular marker-assisted papaya sex determination for improved grower efficiency 

    Kanchana-udomkan, Chutchamas; Nantawan, Usana; Drew, Roderick; Ford, Rebecca (International Symposia on Tropical and Temperate Horticulture 2016, 2018)
    The Australian market clearly distinguishes between types of papaya according to flesh colour, which may be yellow or red, and consumers have a distinct preference for fruit shape associated with flesh colour. There are ...

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