Zobrazeno 1 - 10
of 4 569
pro vyhledávání: '"Pathirana, A."'
Autor:
Indrasiri, Pubudu L., Kashyap, Bipasha, Kolambahewage, Chandima, Nakisa, Bahareh, Ijaz, Kiran, Pathirana, Pubudu N.
Emotion recognition is significantly enhanced by integrating multimodal biosignals and IMU data from multiple domains. In this paper, we introduce a novel multi-scale attention-based LSTM architecture, combined with Squeeze-and-Excitation (SE) blocks
Externí odkaz:
http://arxiv.org/abs/2412.02283
Autor:
Islam, Muhammad, Fernando, Niroshinie, Loke, Seng W., Neiat, Azadeh Ghari, Pathirana, Pubudu N.
We propose Blockchain-enabled Device-enhanced Multi-access Edge Computing (BdMEC). BdMEC extends the Honeybee framework for on-demand resource pooling with blockchain technology to ensure trust, security, and accountability among devices (even when t
Externí odkaz:
http://arxiv.org/abs/2412.02233
Multi-access Edge Computing (MEC) is an essential technology for the fifth generation (5G) of mobile networks. MEC enables low-latency services by bringing computing resources close to the end-users. The integration of 5G and MEC technologies provide
Externí odkaz:
http://arxiv.org/abs/2406.17554
Universal differential equations (UDEs) leverage the respective advantages of mechanistic models and artificial neural networks and combine them into one dynamic model. However, these hybrid models can suffer from unrealistic solutions, such as negat
Externí odkaz:
http://arxiv.org/abs/2406.14246
Estimating parameters of dynamic models from experimental data is a challenging, and often computationally-demanding task. It requires a large number of model simulations and objective function gradient computations, if gradient-based optimization is
Externí odkaz:
http://arxiv.org/abs/2405.16524
We develop a general framework to study quantum trajectories resulting from repeated random measurements subject to stationary noise, and generalize results of K\"ummerer and Maassen to this setting. The resulting trajectory of quantum states is a ti
Externí odkaz:
http://arxiv.org/abs/2404.03168
Autor:
Onela Canith Pathirana, Madhavi Priyanka Paranagama, Kavindra Kumara Wijesundera, Thilini Anupama Nanayakkarawasam Mahakapuge, Abeykoon Mudiyanselage Anuththara Upamali Abeykoon, Jayantha Rajapakse
Publikováno v:
BMC Complementary Medicine and Therapies, Vol 24, Iss 1, Pp 1-16 (2024)
Abstract Background Since ancient times many traditional medicine systems around the world have been using different parts of Annona muricata L. (AM), to treat cancer. Indeed, numerous in vitro and in vivo studies also have shown anticancer propertie
Externí odkaz:
https://doaj.org/article/da9ef6afb75345998acff986efdc9d5d
Publikováno v:
IET Intelligent Transport Systems, Vol 18, Iss 10, Pp 1797-1814 (2024)
Abstract Predicting traffic flow is vital for optimizing transportation efficiency, reducing fuel consumption, and minimizing commute times. While artificial intelligence tools have been effective in addressing this, there have been some difficulties
Externí odkaz:
https://doaj.org/article/e70fac30765549fdbf07e5f9b564456f
Autor:
Shaham, Sina, Hajisafi, Arash, Quan, Minh K, Nguyen, Dinh C, Krishnamachari, Bhaskar, Peris, Charith, Ghinita, Gabriel, Shahabi, Cyrus, Pathirana, Pubudu N.
Privacy and fairness are two crucial pillars of responsible Artificial Intelligence (AI) and trustworthy Machine Learning (ML). Each objective has been independently studied in the literature with the aim of reducing utility loss in achieving them. D
Externí odkaz:
http://arxiv.org/abs/2307.15838
Autor:
Sivapalan Sanchayan, Sisira Dharmaratne, Shalika Pathirana, Pavithra Godamunne, Madawa Chandratilake
Publikováno v:
The Asia Pacific Scholar, Vol 10, Iss 1, Pp 36-47 (2025)
Introduction: Selection for basic medical training is highly contextual. The use of cognitive aptitude tests, which commonly supplement measures of prior academic achievement in the selection process of medical schools internationally, is rarely repo
Externí odkaz:
https://doaj.org/article/3e58d9322377493b860342f41f3ce688