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Uncovering Media Bias via Social Network Learning

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

It is known thatmedia outlets, such as CNN and FOX, have intrinsic political bias that is reflected in their news reports. The computational predictio......

Self-weighted Robust LDA for Multiclass Classification with Edge Classes

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Linear discriminant analysis (LDA) is a popular technique to learn the most discriminative features for multi-class classification. A vast majority of......

A Theoretical Revisit to Linear Convergence for Saddle Point Problems

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Recently, convex-concave bilinear Saddle Point Problems (SPP) is widely used in lasso problems, Support Vector Machines, game theory, and so on. Previ......

On Representation Learning for Road Networks

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Informative representation of road networks is essential to a wide variety of applications on intelligent transportation systems. In this article, we ......

Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

We are witnessing a rapid growth of electrified vehicles due to the ever-increasing concerns on urban air quality and energy security. Compared to oth......

Deep Learning Thermal Image Translation for Night Vision Perception

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Context enhancement is critical for the environmental perception in night vision applications, especially for the dark night situation without suffici......

Industrial Federated Topic Modeling

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Probabilistic topic modeling has been applied in a variety of industrial applications. Training a high-quality model usually requires amassive amount ......

A Novel Multi-task Tensor Correlation Neural Network for Facial Attribute Prediction

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (1)

Multi-task learning plays an important role in face multi-attribute prediction. At present, most researches excavate the shared information between at......

Attentive Excitation and Aggregation for Bilingual Referring Image Segmentation

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

The goal of referring image segmentation is to identify the object matched with an input natural language expression. Previous methods only support En......

Feature Grouping-based Trajectory Outlier Detection over Distributed Streams

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

Owing to a wide variety of deployment of GPS-enabled devices, tremendous amounts of trajectories have been generated in distributed stream manner. It ......

Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

Data-driven models are becoming essential parts in modern mechanical systems, commonly used to capture the behavior of various equipment and varying e......

Conditional Text Generation for Harmonious Human-Machine Interaction

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

In recent years, with the development of deep learning, text-generation technology has undergone great changes and provided many kinds of services for......

Disentangled Item Representation for Recommender Systems

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

Item representations in recommendation systems are expected to reveal the properties of items. Collaborative recommender methods usually represent an ......

Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021; 12 (2)

Benefiting from convenient cycling and flexible parking locations, the Dockless Public Bicycle-sharing (DL-PBS) network becomes increasingly popular i......

Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion

期刊: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020; 11 (1)

Forecasting price trend of bulk commodities is important in international trade, not only for markets participants to schedule production and marketin......

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