FullCert: deterministic end-to-end certification for training and inference of neural networks by Lorenz, T, Kwiatkowska, M, Fritz, M

“…However, such guarantees are still largely lacking for training-time attacks. In this work, we present FullCert, the first end-to-end certifier with sound, deterministic bounds, which proves robustness against both training-time and inference-time attacks. …”

Maximizing the performance of badminton athletes through core strength training: Unlocking their full potential using machine learning (ML) modeling by Ma, Shuzhen, Geok Soh, Kim, Japar, Salimah, Xu, Simao, Zhicheng, Guo

“…Validation confirms the network accurately captures the complex interactions between training variables and physical attributes. This integrated approach provides evidence-based guidelines for tailoring individualized training regimens to unleash players' full abilities. …”
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Full-spectrum out-of-distribution detection by Yang, Jingkang, Zhou, Kaiyang, Liu, Ziwei

“…Samples experiencing covariate shift but not semantic shift from the in-distribution (ID) are either excluded from the test set or treated as OOD, which contradicts the primary goal in machine learning—being able to generalize beyond the training distribution. In this paper, we take into account both shift types and introduce full-spectrum OOD (F-OOD) detection, a more realistic problem setting that considers both detecting semantic shift and being tolerant to covariate shift; and design three benchmarks. …”
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A gate of dragon's teeth : a decolonial approach to writing precolonial historical fiction in Singapore by Ng, Yi-Sheng

“…This creative dissertation consists of a novel titled A Gate of Dragon’s Teeth. This is a work of historical fiction based on the history and legends of precolonial Singapore and the region, as documented in Sulalatus Salatin (also known as Sejarah Melayu and The Malay Annals). …”
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Training neural networks with end-to-end optical backpropagation by Lvovsky, A, Spall, J

“…However, reaching the full capacity of an optical neural network necessitates the computing be implemented optically not only for inference, but also for training. …”

Land reclamation - from conventional vertical drain methods to a combined vacuum preloading and electro-osmosis with horizontal drainage enhanced geotextile sheets by Wong, Lung Anthony

“…The major challenges include the extra time required for consolidating the clay slurry and the formation of a working platform for construction, which are not necessary if sandy fill material is adopted. Consolidation analysis of drained reclamation work is a key aspect in assessing the performance of the ground improvement work conducted. …”
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Eccentric compression performance of jointed precast concrete-encased concrete-filled steel tube columns with dry connections by Zhu, Gaoming, Tan, Kang Hai

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UMPSA organised Seminar on Training Methodology in TVET and Innovative TVET Teaching Methods by Naqiah, Puaad

“…PEKAN, 9 September 2024 - Universiti Malaysia Pahang Al-Sultan Abdullah (UMPSA) with a collaboration of Colombo Plan Staff College (CPSC) and the Ministry of Higher Education organised a five-day seminar on Training Methodology in TVET and Innovative TVET Teaching Methods starting today till 13 September 2024 at Banquet Hall, UMPSA Pekan.…”
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Religion and spirituality in therapeutic training in the UK: a survey of current and recent trainees by Hunt, Jane

“…Participants identified as Christian and White, and reported receiving person-centred or integrative training. Implications for Policy: The absence of training on religion/spirituality in the therapeutic curriculum does not reflect a full commitment to the spirit of the UK Equality Act (2010) or the educational standards laid down by professional bodies. …”
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Effect of acute resistance exercise on cognition and creativity in healthy, well-trained university undergraduates by Chow, Zi Siong

“…The purpose of this study was to examine the effects of acute resistance exercise (RE) on cognition and creativity in healthy, young and well-trained male university students. Previous studies done in similar population showed mixed results. …”
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Acquisition of musical skills and abilities in older adults—results of 12 months of music training by Losch, H, Altenmüller, E, Marie, D, Passarotto, E, Kretschmer, CR, Scholz, DS, Kliegel, M, Krüger, THC, Sinke, C, Jünemann, K, James, CE, Worschech, F

“…Methods: One hundred fifty-six healthy older adults (age = 69.5 years ± 3.2) from Hannover and Geneva with no prior musical training participated in weekly piano practice (PP) or ‘music culture’ (MC) sessions over a one-year period. …”

Batch versus continuous feeding strategies for pharmaceutical removal by subsurface flow constructed wetland by Gersberg, Richard M., Jinadasa, K. B. S. N., Zhang, Dong Qing, Zhu, Junfei, Hua, Tao, Tan, Soon Keat

“…For all compounds tested except naproxen, values for first-order decay constants (k) for drain and fill operation were higher than that for the continuous mode of operation. …”
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Special education : matters of the heart by Peh, Cindy Lee Ji, Lin, Liying, Teo, Sijia

“…Special education has always received less attention from the public, as compared to mainstream education. Even till today, there is still a lack of public awareness of what it is, and what goes on within the special schools. …”
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An assimilation of experience. by Mehraj Nisha.

“…She shook her head and continued digging through her handbag for her purse, frustrated, wondering if she had left it on the train. She turned around suddenly and counted her luggage. …”
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Control strategies to alleviate dynamic loads of wind turbine system by Chua, Liza Wan Yuan.

“…State-space method involves designing of a full-state feedback control with Integral action through pole placement using a three-state linearized model of the wind turbine. …”
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Virtual patient by Wong, Inge.

“…Standardized Patients have been widely used in hospitals and medical schools to train students. The term “Standardized Patients” refers to the specially trained actors who portray patients with particular health conditions or concerns. …”
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Advanced control of wind power systems by Dang, Dinh Quy

“…The generator is connected to a full-scale back-to-back IGBT converter which is connected to a local grid. …”
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Financial forecasting using meta-cognitive fuzzy neural networks by Singh Akhand Pratap

“…Some potential ways to address the above issues could be usage of synthetic data through time-series models to train the model till the test date; usage of manual inferences drawn from the indicators to make judgements about the present day; usage of multiple machine learning models and combining the results from all; usage of dynamic feature selection mechanism to make improvements to the prediction; and usage of dynamic thresholds that are dependent on the market conditions. …”
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Privacy preserving data analytics in financial inclusion and crowd computing by Lim, Cheng Lock

“…The generated prediction results are comparable to the predictive model trained using the full data set.…”
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Efficient additive kernels via explicit feature maps by Vedaldi, A, Zisserman, A

“…We demonstrate that the approximations have indistinguishable performance from the full kernels yet greatly reduce the train/test times of SVMs. …”