Spam and scam detection through text analysis by Prawira, Nathania Anggraini

“…The experimental model comparison was made between the integration of a single and multiple classifiers in BERT model. Some programming modules, such as, PyTorch, Scikit-Learn, Keras, spaCy and Natural Language Toolkit (NLTK) were widely used in this experiment.…”
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Performance evaluations of fast frequency-hopped spread-spectrum communication systems with partial-band noise jamming and multitone jamming by Teh, Kah Chan.

“…The effects of additive white Gaussian noise (AWGN)are also taken into consideration. The bit-error rate (BER)expressions presented in this thesis are applicable to higher diver-sity levels without much extra computational complexity. …”
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Presence of host-seeking Ixodes ricinus and their infection with Borrelia burgdorferi sensu lato in the Northern Apennines, Italy by Ragagli, C, Mannelli, A, Ambrogi, C, Bisanzio, D, Ceballos, LA, Grego, E, Martello, E, Selmi, M, Tomassone, L

Catalytic wet air oxidation (CWAO) catalysts for environmental applications by Leong, Kingsley Jerome Ying Zheng

“…The catalysts were systematically characterized by XRD, XPS, FESEM, BET, VSM and investigated for ambient condition-catalytic wet air oxidation (AC-CWAO) of organic dye (Safranine O (SO)). …”
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Generating metal-organic frameworks (MOFs) from photovoltaic modules for wastewater remediation by Pham, Huu Khue, Sim, Ying, Carboni, Michaël, Meyer, Daniel, Mathews, Nripan

“…Many recycling strategies have been executed, but upcycling efforts to form high-value products from these PV panels are underexplored. …”
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Chinese poem generation using natural language processing by Wang, Jihan

“…Additionally, auxiliary functions were developed, including a sequence-to-sequence model to facilitate classical and modern Chinese translation for users to better comprehend classical Chinese, and a BERT model for keyword extraction to aid users' understanding of the text. …”
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Federated learning for natural language processing in medical domain by Saraf, Ishita

“…The study compares the performance of centralized training and federated learning for fine-tuning a BERT-based conversational agent on a medical conversation dataset, serving as a stepping-stone for future research into federated learning for LLM-led NLP applications.…”
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Performance study of rotated QAM signals over Interference and fading channels by Khui, Kenneth Yi Cheng

“…Using MATLAB simulations, this project will evaluate the Bit Error Rate (BER) performance against Signal-to-Noise Ratio (SNR) across two fading channels, namely Rayleigh and Rician fading channels, along with Additive White Gaussian Noise (AWGN). …”
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A highly strained Al-Al σ-bond in dianionic aluminum analog of oxirane for molecule activation by Koshino, Kota, Kinjo, Rei

“…The structure of 2 has been unambiguously ascertained by spectroscopic analysis as well as X-ray crystallography, and computational studies revealed that 2 bears a highly strained Al-Al σ-bond. 2 readily reacts with the unsaturated substrates such as isocyanide, ethylene, and ketone, concomitant with the cleavage of the Al-Al σ-bond under mild conditions, leading to the four- and five-membered heterocycles 3-5. …”
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A Fifty Million Dollar Piece of Dirt: Somerville as a Case Study in Development by Aizman, Asya

“…But while the city increasingly appeared to be a sure bet for investors, life became more strenuous for residents, with steep and climbing rents, failing infrastructure, and fewer reasons to stay in a changing city that they no longer recognized. …”
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Dispersion and testing of single-walled carbon nanotubes by Ang, Mei Ping

“…CNTs can be characterized based on their BET surface area and pore size distribution.…”
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Seasonal density-dependence can select for partial migrants in migratory species by Liu, J, Zhang, Z, Coulson, T

“…Whether partial migration can be maintained within a population depends on where in the annual cycle density-dependence operates. Diversified bet-hedging, where parents produce a mix of migrants and residents, also maintains partial migration. …”

Ozone reaction with interior building materials: Influence of diurnal ozone variation, temperature and humidity by Rim, Donghyun, Maddalena, Randy L., Nazaroff, William W., Gall, Elliott Tyler

“…Reactive uptake of ozone has been characterized for many building materials; however, scant information is available on how diurnal variation of ambient ozone influences ozone reaction with indoor surfaces. …”
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Carbon-semiconductor hybrid nanostructures and their photoresponse behaviors by Zhan, Zhaoyao

“…Carbon nanomaterials are unique in terms of structure, carbon nanotube (CNT) bears a hollow one-dimensional structure; and graphene is an one-atom-thick sheet and has extremely high specific surface area; both of them are presenting excellent charge transport capability. …”
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Performance of sulfur-doped graphitic carbon nitride loaded with silver for bisphenol a removal under solar irradiation by Lok, Li Wen

“…A facile method of fabricating Ag/S-doped g-C3N4 composite photocatalyst has been developed. The photocatalyst was characterized via XRD, UV-vis DRS, FT-IR, FESEM, EDS, and BET. …”
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The catalytic deoxygenation reaction temperature and N2 gas flow rate influence the conversion of soybean fatty acids into Green Diesel by Hafriz, R.S.R.M., Habib, S.H., Raof, N.A., Razali, S.Z., Yunus, R., Razali, N.M., Salmiaton, A.

“…Method: The structure, chemical composition and morphology of NiO[sbnd]CD were comprehensively characterized by XRF, BET, TPD-CO2, SEM and TEM. In this study, the effect of two operating parameters, reaction temperature and flow rate of nitrogen, was discovered using a one-factor-at-a-time (OFAT) optimisation study. …”
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Mode of action study for a novel class of antimicrobial polymers against methicillin-resistant Staphylococcus aureus by Shi, Zhenyu

“…The development of antibiotics has been hampered by the rapid evolution of antimicrobial resistance and lack of new mechanisms discovered. …”
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Hierarchical document representation for summarization by Tey, Rui Jie

“…HIWESTSUM is very light in weight with parameter size over 10 times smaller than current existing models that fine-tune BERT for summarization. Moreover, the proposed model is faster than SOTA models with shorter training and inference time. …”
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Development of an API for EDU segmentation by Liu, Qingyi

“…This is done by finetuning pretrained models such as BERT as well as using the PosTag embeddings as additional input features. …”
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A phenotype-based AI pipeline outperforms human experts in differentially diagnosing rare diseases using EHRs by Mao, X, Huang, Y, Jin, Y, Wang, L, Chen, X, Liu, H, Yang, X, Xu, H, Luan, X, Xiao, Y, Feng, S, Zhu, J, Zhang, X, Jiang, R, Zhang, S, Chen, T

“…PhenoBrain utilizes a BERT-based natural language processing model to extract phenotypes from clinical texts in EHRs and employs five new diagnostic models for differential diagnoses of rare diseases. …”