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Adaptive Modality Distillation for Separable Multimodal Sentiment Analysis

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

Multimodal sentiment analysis has increasingly attracted attention since with the arrival of complementary data streams, it has great potential to imp......

Anomaly Detection Aided Budget Online Classification for Imbalanced Data Streams

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

Learning from imbalanced data streams differs fromthe traditional learning paradigm due to the issues of imbalanced classes. It has significant implic......

Isolation Forest Based Anomaly Detection Framework on Non-IID Data

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

Anomaly detection is a significant but challenging data mining task in a wide range of applications. Different domains usually use different ways to m......

How to Optimize an Academic Team When the Outlier Member is Leaving?

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

An academic team is a highly cohesive collaboration group of scholars, which has been recognized as an effective way to improve scientific output in t......

Anomalous Event Sequence Detection

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

Anomaly detection has been widely applied in modern data-driven security applications to detect abnormal events/entities that deviate from the majorit......

Saliency Detection With a Three-Stage Hierarchical Network

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (3)

Deep learning approaches for saliency detection have attracted much attention and have been exploited widely in recent years. In this article, we prop......

Incremental Skeptical Preferred Acceptance in Dynamic Argumentation Frameworks

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (2)

In this article, we tackle the problem of efficiently recomputing the skeptical acceptance of dynamic argumentation frameworks under the well-known pr......

Toward Aspect-Level Sentiment Modification Without Parallel Data

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

This article takes the lead to study aspect-level sentiment modification (ALSM) without parallel data. Given a sentence, the task of ALSM needs to rev......

An Efficient Solution to Detect Common Topologies in Money Launderings Based on Coupling and Connection

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

In recent years, money laundering has become much easier to be achieved but more challenging to be detected than before, which has enormous adversary ......

SEPN: A Sequential Engagement Based Academic Performance Prediction Model

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

Students' performance prediction is a crucial task in today's online education. By predicting a student's final grade in an academic examination, inte......

CoTrRank: Trust Ranking on Twitter

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

Trust evaluation of people and information on social media is critical for maintaining a healthy online social environment. How to evaluate the trustw......

Differentially Private Collaborative Coupling Learning for Recommender Systems

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

Coupling learning is designed to estimate, discover, and extract the interactions and relationships among learning components. It provides insights in......

Concept Representation by Learning Explicit and Implicit Concept Couplings

期刊: IEEE INTELLIGENT SYSTEMS, 2021; 36 (1)

Generating the precise semantic representation of a word or concept is a fundamental task in natural language processing. Recent studies which incorpo......

General Learning Modeling for AUV Position Tracking

期刊: IEEE INTELLIGENT SYSTEMS, 2020; 35 (6)

In this article, we propose a nonlinear model based on hidden-layer neural networks and local Gaussian process regression. The hidden-layer neural net......

Parallel Urban Rail Transit Stations for Passenger Emergency Management

期刊: IEEE INTELLIGENT SYSTEMS, 2020; 35 (6)

Passenger emergency management of urban rail transit station (URTS) has become an indispensable issue with attaching importance to economic benefits a......

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