Data-efficient modeling for power consumption estimation of quadrotor operations using ensemble learning by Dai, Wei, Zhang, Mingcheng, Low, Kin Huat

“…Error analysis shows that about 80% prediction errors fall within one standard deviation interval and less than 0.5% error in the prediction for an entire flight can be expected with a confidence of more than 80%. …”
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Annotating videos that teach MS Excel and predicting mouse / keyboard actions by Tan, Genson Yao Jie

“…The research methodology involves exploring the limitations of fine-tuning Flan-T5 for this task, while also utilizing prompt engineering on Large Language Model (LLM) such as Llama 2 as an alternative method. …”
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Low-velocity impact response of sandwich structures with cores made from entangled metallic wire material - silicone rubber composites by Zheng, Xiaoyuan, Xiao, Zhongmin, Ren, Zhiying, Zi, Bao, Bai, Hongbai, Wu, Yiwan, Yao, Liming

“…It was observed that the sandwich structures did not perforate at 40–100 J impact energies, demonstrating outstanding energy absorption (97.5 %). Further explorations were conducted to explore the influence of EMWM density, wire diameter, and facesheet thickness. …”
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Depth-optimized quantum circuits for ASCON: AEAD and HASH † by Oh, Yujin, Jang, Kyungbae, Baksi, Anubhab, Seo, Hwajeong

“…Also, our quantum circuit implementation of the ASCON-HASH achieves a reduction of more than 88.9% in the Toffoli depth and more than 80.5% in the full depth compared to the previous work. …”
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Spectrum sensing based on deep learning with fading channels by Xu, Aofan

“…With the development of fifth generation (5G) and sixth generation (6G), more devices will be accessed in the channel, spectrum resources will be continuously occupied, and there is currently almost no unallocated spectrum. …”
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ContrastSense: domain-invariant contrastive learning for in-the-wild wearable sensing by Dai, Gaole, Xu, Huatao, Yoon, Hyungjun, Li, Mo, Tan, Rui, Lee, Sung-Ju

“…Extensive experiments show that ContrastSense outperforms the state-of-the-art baselines by 8.9% on human activity recognition with inertial measurement units and 5.6% on gesture recognition with electromyography when presented with domain shifts across users. …”
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Dynamical analysis of physiologic signals by Noraznita Ramli.

“…ApEn is a measurement designed to quantify the degree of regularity versus unpredictability in a given dataset. [5] DFA is a fractal-related method that provides for estimation of scaling exponents. [6, 7] The purpose of applying these methods is to see whether such techniques based on dynamical analysis add information to conventional statistics.…”
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A generalized framework for fuzzy neural architecture by Tung, Whye Loon.

“…Currently, the main problems dogging existing neural fuzzy systems/networks are: (1) Susceptibility to noisy training data; (2) the Stability-Plasticity dilemma; (3) The need of prior knowledge for structural learning; (4) An inconsistent fuzzy rule-base and (5) Heuristically-defmed node operations that lead to a poor interpretation of the reasoning process. …”
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Performance testing of steam ejector air conditioning system by Yap, Fang Yu.

“…One major disadvantage of it is its low COP value of 0.2-0.5. Therefore it is rarely used as an independent cycle. …”
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Epigenetic analysis of hepatocellular carcinoma development : involvement of HBV-modulated DNA methylation by Niu, Dandan

“…A role of these proteins as target of HBV-mediated DNA methylation was supported by validation assays, including their re-activation in cells treated with 5-Aza-dC (a DNA methyltransferase inhibitor). DNA methylation analysis suggested that, the proteins were down-regulated by HBV via DNA hypermethylation.…”
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Zinc oxide ultraviolet light-emitting devices : design and fabrication by Yuen, Clement

“…This is because the FCVA technique has major advantages: 1) The lattice-matching requirement between the substrate and the deposited film is not needed, 2) it is a low-temperature deposition process (<350 oC) due to the high kinetic energies of the deposited species, 3) it allows the fabrication of thin films on large substrates (as large as 6” in diameter), 4) it provides freedom of choices in the target materials for the fabrication of doped and undoped films, since the stoichiometry of the deposited films are independent of that of the targets, 5) it produces microparticle-free thin films, and 6) it is a cost-effective technique to fabricate thin films that is well established and accepted by the industry for mass production.…”
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Information theory & quorum sensing by Chui, Wai Hon.

“…Finally, a conclusion is given in chapter 5 to sum up the project and discuss the future works that can be done.…”
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Leadership and PsyCap : influence of servant-leadership on followers’ PsyCap. by Chua, Hwee Chin.

“…Participants were tested in groups of 3 to 5 and randomly assigned to the conditions: servant-leadership or laissez-faire leadership. …”
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Experimental investigation of vibrational drilling on glass fiber reinforced polymer laminates by Ng, Teik Bing.

“…Parameters that used in this experiment are three drilling tools (Dagger, Reamer and Router), three laminate thicknesses (1.5mm, 3mm, 6mm), two spindle speed (1000 rpm, 2000 rpm), two feed rate (0.08 mm/rev, 0.16 mm/rev) and vibration amplitude of 4 μm. …”
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Selection and optimization of scaffold materials to facilitate cellular response of C2C12 myoblasts. by Chia, Shermain Theng Xin.

“…This was achieved by seeding C2C12 murine myoblasts cells on both fibrin (0.6 – 4.6 kPa) and Agarose gels (1.2 – 126.5 kPa) of different stiffness followed by observing subsequent proliferation, attachment and morphologies of the cells. …”
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Enhancement of learning through the use of video protocols. by Ong, Eunice Mei Jing.

“…The video editing program used was Cyberlink PowerDirector v.11. The two BS1001 experiments were carried out according to the protocol, with the addition of extra information to further enhance the students' learning. …”
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Shape memory effect of PMMA by Ge, Yuchen.

“…PMMA specimens with thickness of 5mm were studied on the shape recovery by heat treatment and ethanol solution induction. …”
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Transition metal oxide-based resistive switching memory for high density non-volatile memory by Ng, Hui Ting.

“…With regards to RRAM self-rectifying I-V characteristics, the unnecessary cross-bar architecture current path is avoided which in term allows scaling in device size via cross-bar formation. …”
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Cascade divide-by-two counter design for RFIC by Zhou, Hao

“…In this project, various divide-by-two topologies are studied and compared, simulations are done using 65nm CMOS technology at power supply of 1.0V. Both synchronous and asynchronous cascade divide-by-two counter designs are analyzed and compared. …”
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Remote monitoring and control of wind turbine simulator (a1026-131) by Yin, Min Htet

“…In Laboratory for Clean Energy Research (LaCER), a wind turbine simulator is set up with a 7.5 kW induction generator operated as wind turbine generator; a 11 kW induction motor which acts as a wind turbine to convert the wind energy into the mechanical power. …”
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