MultiMedia Modeling
26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part I
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**-cheng Huang
Information Systems Applications (incl. Internet)
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Article
Towards High-Performance Graph Processing: From a Hardware/Software Co-Design Perspective
Graph processing has been widely used in many scenarios, from scientific computing to artificial intelligence. Graph processing exhibits irregular computational parallelism and random memory accesses, unlike t...
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Article
RV16: An Ultra-Low-Cost Embedded RISC-V Processor Core
Embedded and Internet of Things (IoT) devices have extremely strict requirements on the area and power consumption of the processor because of the limitation on its working environment. To reduce the overhead ...
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Article
Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm
Generating molecules with desired properties is an important task in chemistry and pharmacy. An efficient method may have a positive impact on finding drugs to treat diseases like COVID-19. Data mining and art...
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Article
Reality matters? exploring a tangible user interface for augmented-reality-based fire education
When fire disasters are imminent, disaster prevention measures and relief plans are critical. However, “fire education” to equip civilians with the know-how to cope with various emergencies and protect themsel...
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Article
Accumulative Time Based Ranking Method to Reputation Evaluation in Information Networks
Due to over-abundant information on the Web, information filtering becomes a key task for online users to obtain relevant suggestions and how to extract the most related item is always a key topic for research...
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Chapter and Conference Paper
No Pie in the Sky: The Digital Currency Fraud Website Detection
In recent years, digital currencies based on blockchain technology are growing rapidly. Therefore, many criminal cases related to digital currency also took place. One of the most common ways is to induce vict...
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Chapter and Conference Paper
An EEG-EMG-Based Motor Intention Recognition for Walking Assistive Exoskeletons
Lower Limb Exoskeleton (LLE) has received considerable interests in strength augmentation, rehabilitation and walking assistance scenarios. For walking assistance, the LLE is expected to have the capability of...
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Chapter and Conference Paper
ABSNFT: Securitization and Repurchase Scheme for Non-Fungible Tokens Based on Game Theoretical Analysis
The Non-Fungible Token (NFT) is viewed as one of the important applications of blockchain technology. Currently NFT has a large market scale and multiple practical standards, however several limitations of the...
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Chapter and Conference Paper
Sparse Attack on Skeleton-Based Human Action Recognition for Internet of Video Things Systems
Action recognition is widely used in industry like human-computer interaction and intelligent monitoring. But in the circumstance of deep model being threatened by adversarial attack, the robustness of skeleto...
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Article
Open AccessBeyond private 5G networks: applications, architectures, operator models and technological enablers
Private networks will play a key role in 5G and beyond to enable smart factories with the required better deployment, operation and flexible usage of available resource and infrastructure. 5G private networks ...
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Chapter and Conference Paper
An Ensemble Fuzziness-Based Online Sequential Learning Approach and Its Application
Traditional deep learning algorithms are difficult to deploy on most IoT terminal devices due to their limited computing power. To solve this problem, this paper proposes a novel ensemble fuzziness-based onlin...
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Chapter and Conference Paper
Combining Flipped Learning and Formative Assessment to Enhance the Learning Performance of Students in Programming
Information technology is booming, students are no longer just acquiring knowledge through books, and their learning approaches are no longer limited to traditional lectures or classrooms. In recent years, fli...
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Chapter and Conference Paper
PQ-HDC: Projection-Based Quantization Scheme for Flexible and Efficient Hyperdimensional Computing
Brain-inspired Hyperdimensional (HD) computing is an emerging technique for low-power/energy designs in many machine learning tasks. Recent works further exploit the low-cost quantized (bipolarized or ternariz...
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Chapter and Conference Paper
Progressive AutoSpeech: An Efficient and General Framework for Automatic Speech Classification
Speech classification has been widely used in many speech-related applications. However, the complexity of speech classification tasks often exceeds the scope of non-experts, the off-the-shelf speech classific...
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Chapter and Conference Paper
Use Object-Detection to Identify Materials and Tools for STEAM Hands-on Activity
The STEAM is an educational concept of interdisciplinary curriculum integration, which involves the knowledge and skills of science, technology, engineering, arts, and math courses. Countries worldwide are act...
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Article
EmotionMap: Visual Analysis of Video Emotional Content on a Map
Emotion plays a crucial role in gratifying users’ needs during their experience of movies and TV series, and may be underutilized as a framework for exploring video content and analysis. In this paper, we pres...
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Chapter and Conference Paper
Correction to: MultiMedia Modeling
The original version of this book was revised. Due to a technical error, the first volume editor did not appear in the volumes of the MMM 2020 proceedings. This was corrected and the first volume editor was ad...
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Book and Conference Proceedings
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Book and Conference Proceedings
MultiMedia Modeling
26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part II
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Chapter and Conference Paper
Improving RGB-D Face Recognition via Transfer Learning from a Pretrained 2D Network
2D Face recognition has been extensively studied for decades and has reached remarkable results in recent years. However, 2D Face recognition is sensitive to variations in poses, facial expressions and illumin...
