Distributed classification with variable distributions by Quach, Vinh Thanh

“…When the data at a location is insufficient, one may apply a naive solution to gather data from other (remote) places and classify it using a centralized algorithm. …”
Get full text

Cycle-based trading & portfolio management system by Zhan, Xiaoying

“…This research project aims to apply machine learning techniques in the area of financial investment. …”
Get full text

A vision based system for modern transportation system by Zhang, Zhicheng

“…By doing so, we can use it as part of the tools to catch drivers that are speeding. Similarly, we can apply the same concept for traffic signages which enable vehicles to identify the various traffic signages and inform the driver accordingly. …”
Get full text

The electrochemistry of metalloenzymes confined in ionic liquids by Wang, Y

“…CO2 reduction and CO oxidation electrocatalysed by CODH I_<em>Ch</em> occurred at the same time in the tiny aqueous shell, according to cyclic voltammetry. …”

HPC simulations of information propagation over complex networks by Jin, Jiangming

“…High Performance Computing (HPC) is a technology that may be used to apply optimized algorithms on powerful new hardware resources for accelerating execution performance. …”
Get full text

Simulation Tools for Inclusive Design Solutions by Raviselvam, Sujithra, Al-Megren, Shiroq, Keane, Kyle, Hölttä-Otto, Katja, Wood, Kristin L, Yang, Maria C

“…This was achieved using different tools that simulate the same physical restriction. In this study, a noise- canceller and earphones were used to simulate a reduced hearing attention. …”
Get full text

Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks by Zhang, Zhengyan, Xiao, Guangxuan, Li, Yongwei, Lv, Tian, Qi, Fanchao, Liu, Zhiyuan, Wang, Yasheng, Jiang, Xin, Sun, Maosong

“…Since fine-tuning has little effect on model parameters, the fine-tuned model will retain the backdoor functionality and predict a specific label for the samples embedded with the same trigger. To provoke multiple labels in a specific task, attackers can introduce several triggers with predefined contrastive values. …”
Get full text

Heat of hydration, bleeding, viscosity, setting of Ca(OH)<inf>2</inf>-GGBS and MgO-GGBS grouts by Yu, Hua, Yi, Yaolin, Unluer, Cise

“…Compared with the PC grout, the pure GGBS grout with the same W/C ratio demonstrated higher bleeding and setting time, and lower heat rate and viscosity. …”
Get full text

Long-Term Tracking Mesenchymal Stem Cell Differentiation with Photostable Fluorescent Nanoparticles by Liu, Shiying, Tay, Li Min, Anggara, Raditya, Chuah, Yon Jin, Kang, Yuejun

“…Specifically, we found that the PCL-DPP-PCL labeling was unfavorable to the MSC osteogenic differentiation, whereas the labeled MSCs exhibited the same adipogenic and chondrogenic differentiations compared to the unlabeled controls as verified by gene expressions and histological staining. …”
Get full text
Get full text

Participation in the age of foundation models by Suresh, Harini, Tseng, Emily, Young, Meg, Gray, Mary, Pierson, Emma, Levy, Karen

Get full text

Identifying Money Laundering Subgraphs on the Blockchain by Song, Kiwhan, Dhraief, Mohamed Ali, Xu, Muhua, Cai, Locke, Chen, Xuhao, Mithal, Arvind, Chen, Jie

Get full text

Environmental and human data-driven model based on machine learning for prediction of human comfort by Mao, Fubing, Zhou, Xin, Song, Ying

“…To validate the predication performance of this method, we have applied the other six popular machine learning models on the same dataset. …”
Get full text

Semantic segmentation with less annotation efforts by Zhang, Tianyi

“…Thus, it is difficult to apply the segmentation methods to new datasets or semantic classes since it is labor-intensive to obtain new annotated data. …”
Get full text

Efficient public key encryption with equality test in the standard model by Zhang, Kai, Chen, Jie, Lee, Hyung Tae, Qian, Haifeng, Wang, Huaxiong

“…Public key encryption with equality test (PKEET) is a special kind of public encryption scheme (PKE) that allows a tester to perform equality tests on ciphertexts generated by different public keys as well as the same public key. This feature enables us to apply PKEET to various scenarios in practice, such as efficient data management on encrypted databases and spam filtering in encrypted email systems. …”
Get full text

Supply chain performance with target-oriented firms by Chen, Lucy Gongtao, Tang, Qinshen

“…With the firms’ target-oriented behavior evaluated by a CVaR-satisficing measure, we apply a game theoretical framework to investigate how the target-based preference affects supply chain performance. …”
Get full text

Hybrid lasers and modulator on silicon in the near- and mid-infrared region by Hu, Xiaonan

“…The tremendous developments of the silicon photonics nowadays make it possible to build a series of powerful components within the same chip. The use of the advanced Complimentary-metal-oxide-semiconductor (CMOS) technology opens up many possibilities for new applications including the communications, processing and displays, etc., which is traditionally limited by the electronic interconnect. …”
Get full text

Three essays on corporate finance by Sun, Rui

“…The above pattern remains robust if we apply various matching schemes or if we only look at the transitory cash flow shock. …”
Get full text

Object mining using a matching graph on very large image collections by Philbin, J, Zisserman, A

“…Often, what is required is that images taken in the same place, of the same thing, or of the same person be conceptually grouped together. …”

Patient-Centered Clinical Trial Design for Heart Failure Devices via Bayesian Decision Analysis by Chaudhuri, Shomesh E., Adamson, Phillip, Bruhn-Ding, Dean, Ben Chaouch, Zied, Gebben, David, Rincon-Gonzalez, Liliana, Liden, Barry, Reed, Shelby D., Saha, Anindita, Schaber, Daniel, Stein, Kenneth, Tarver, Michelle E., Lo, Andrew W.

“…Abstract Background The statistical significance of clinical trial outcomes is generally interpreted quantitatively according to the same threshold of 2.5% (in one-sided tests) to control the false-positive rate or type I error, regardless of the burden of disease or patient preferences. …”
Get full text

Cosystolic Expansion of Sheaves on Posets with Applications to Good 2-Query Locally Testable Codes and Lifted Codes by First, Uriya A., Kaufman, Tali

Get full text