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Chapter and Conference Paper
Shape Prior is Not All You Need: Discovering Balance Between Texture and Shape Bias in CNN
As Convolutional Neural Network (CNN) trained under ImageNet is known to be biased in image texture rather than object shapes, recent works proposed that elevating shape awareness of the CNNs makes them simila...
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Chapter and Conference Paper
Don’t Wait Until the Accident Happens: Few-Shot Classification Framework for Car Accident Inspection in a Real World
Car accident inspection is a binary classification task to recognize whether a given car image includes a damaged surface or not. While the prior studies utilized various computer vision algorithms under the f...
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Chapter and Conference Paper
Unsupervised Driver Behavior Profiling Leveraging Recurrent Neural Networks
In the era of intelligent transportation, driver behavior profiling has become a beneficial technology as it provides knowledge regarding the driver’s aggressiveness. Previous approaches achieved promising dri...
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Chapter
Distribution of Rare Earth Elements in Coal and Coal Fly Ash
Rare earth elements are strategic elements, extensively used in hybrid cars, power generators, powerful magnets, electronic gadgets, super alloys, etc., to enhance their performance. They are associated with m...
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Chapter and Conference Paper
Unsupervised Intrusion Detection System for Unmanned Aerial Vehicle with Less Labeling Effort
Along with the importance of safety, an IDS has become a significant task in the real world. Prior studies proposed various intrusion detection models for the UAV. Past rule-based approaches provided a concret...
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Chapter and Conference Paper
Show Me Your Account: Detecting MMORPG Game Bot Leveraging Financial Analysis with LSTM
With the rapid growth of MMORPG market, game bot detection has become an essential task for maintaining stable in-game ecosystem. To classify bots from normal users, detection methods are proposed in both game...
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Chapter
Thermodynamic Aspects for Rare Earth Metal Production
Rare earth metals are one of the essential constituents of today’s evolving green technology materials. They are used in electric car, high-performance magnet-based miniaturized devices, wind mill turbines, ad...
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Chapter and Conference Paper
Thermodynamics of Simultaneous Desulfurization and Dephosphorization of Silicomanganese Alloy
Because sulfur and phosphorus are very harmful in steel products, there are increasing requirements for refining these elements from ferroalloys industries. Hence, in the present study, simultaneous (de-S) ...
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Chapter and Conference Paper
A Multi-protocol Baseband Modem Processor for a Mobile RFID Reader
In RFID (Radio Frequency IDentification) systems, a tag reader communicates with tags, reads their identification codes, and accesses their related database through network infrastructure. There are many resea...
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Chapter
Failure Detection Using a Fuzzy Neural Network with an Automatic Input Selection Algorithm
It is well known that the performance of fuzzy neural networks applied to sensor monitoring strongly depends on the selection of inputs. In their applications to sensor monitoring, there are usually a large nu...
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Chapter
Immunogold Localization of Prolactin in Acinar Cells of Lacrimal Gland
Prolactin (PRL) is known to be involved in osmoregulation and control of cellular differentiation in lower vertebrates (Horobbin, 1980). In mammals, PRL influences sodium and water transport in kidney (Loretz ...
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Chapter and Conference Paper
Enhancement of Critical Current Density on Bi2Sr2CaCu2Oy by 120 MeV O7+ Ion Irradiation
Irradiation effects of 120 MeV oxygen-ion beam on Bi2Sr2CaCu2Oy (BSCCO) single crystal were investigated with a fluence of 3×1014cm−2. Critical current density (J c) calculated from magnetization ...