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Article
Robust Heterogeneous Model Fitting for Multi-source Image Correspondences
Traditional feature detection and description methods, such as scale-invariant feature transform, are susceptible to nonlinear radiation distortions (NRDs) and geometric distortions (GDs), which in turn genera...
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Chapter and Conference Paper
Improving Conversational Recommender Systems via Knowledge-Enhanced Temporal Embedding
Conversational recommender systems are becoming increasingly popular due to their potential to facilitate personalized interactions between users. However, one major challenge lies in accurately representing t...
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Chapter and Conference Paper
Generative Sentiment Transfer via Adaptive Masking
Sentiment transfer aims at revising the input text to satisfy a given sentiment polarity while retaining the original semantic content. The nucleus of sentiment transfer lies in precisely separating the sentim...
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Article
Image captioning with residual swin transformer and Actor-Critic
Image captioning is one essential work in the multi-modal area, which employs computer vision and natural language processing technology together to describe image content. Most current methods employ the enco...
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Chapter and Conference Paper
BERT-POS: Sentiment Analysis of MOOC Reviews Based on BERT with Part-of-Speech Information
Sentiment analysis and part-of-speech tagging are two main tasks in the field of Natural Language Processing (NLP). Bidirectional Encoder Representation from Transformers (BERT) model is a famous NLP model pro...
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Article
Cancer classification with data augmentation based on generative adversarial networks
Accurate diagnosis is a significant step in cancer treatment. Machine learning can support doctors in prognosis decision-making, and its performance is always weakened by the high dimension and small quantity ...
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Chapter and Conference Paper
Incorporating Global Context into Multi-task Learning for Session-Based Recommendation
Session-based recommendation aims to predict the potential items that user may interact with next time from given anonymous sessions. However, existing session-based recommendation models mainly utilize the c...
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Chapter
Enhancing Rural-Urban Linkages Through the Historic Urban Landscape Approach: The Case of Shuang Wan Cun in the Jiangsu Province
Shuang Wan Cun is a peri-urban village located in the Wujiang District of Suzhou, in China. During 2015–2016, the village experimented with the implementation of the Historic Urban Landscape (HUL) recommendati...
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Article
Exploit latent Dirichlet allocation for collaborative filtering
Previous work on the one-class collaborative filtering (OCCF) problem can be roughly categorized into pointwise methods, pairwise methods, and content-based methods. A fundamental assumption of these approache...
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Article
Two cases of bullous pyoderma gangrenosum complicated by Epstein-Barr virus infection
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Chapter and Conference Paper
An In-Depth Benchmarking Study on Bill of Materials for High-End Manufacturing
A piece of the bill of materials (a.b.a BOM) data is a hierarchical graph data model showing the assembly structure to manufacture an end product. The BOM is widely used in modeling product structures and is o...
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Chapter and Conference Paper
DTRP: A Flexible Deep Framework for Travel Route Planning
Route planning aims at designing a sightseeing itinerary route for a tourist that includes the popular attractions and fits the tourist’s demands. Most existing route planning strategies only focus on a partic...
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Chapter and Conference Paper
Temporal Spatial-Keyword Search on Databases Using SQL
Massive amount of textual content is associated with location and time tags, generated on webs related to restaurant, group-buying or social networking services. Often, users tend to retrieve up-to-date inform...
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Protocol
Real-Time Particle Tracking for Studying Intracellular Trafficking of Pharmaceutical Nanocarriers
Real-time particle tracking is a technique that combines fluorescence microscopy with object tracking and computing and can be used to extract quantitative transport parameters for small particles inside cells...
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Article
Computer simulation of synchronization of Na/K pump molecules
The behavior of Na/K pump currents when exposed to an oscillating electric field is studied by computer simulation. The pump current from a single pump molecule was sketched based on previous experimental resu...
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Article
Synchronization of Na/K pump molecules by an oscillating electric field
Synchronization of the Na/K pump molecules in a cell membrane was studied in frog skeletal muscle fibers using double Vaseline-gap voltage-clamp techniques. We found that the pum** rate of naturally random-p...
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Article
Entrainment of Na/K pumps by a synchronization modulation electric field
We studied entrainment of the catalytic cycle of the Na/K pumps by an imposed external AC electric field. Our results show that a well designed dichotomous oscillating electric field with a frequency close to ...
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Article
Trap Effects in PbS Quantum Dots
We have found that traps can dominate important relaxation processes in PbS nanoparticles prepared by precipitation in borosilicate glass. The primary photoluminescence peak energy falls about 50 meV below the...
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Article
Long-Lifetime Nonlinear Absorption of PbS Quantum Dots
We have fabricated PbS particles in glass of average size from 1.2 nm to 3 nm. This allows us to tune the energy of the lowest electron-hole pair transition from 1.7 eV to 0.8 eV respectively. Optical absorpti...
