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Chapter and Conference Paper
Research on the Key Techniques of Semantic Mining of Information Digest in the Field of Agricultural Major Crops Based on Deep Learning
Nowadays application scopes of deep learning research in the machine learning subfield have been gradually expanded, mainly in the field of computer vision and natural language processing. However, in the latt...
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Chapter and Conference Paper
Identification of Regularities in CAD Part and Assembly Models
The identification of regular patterns of congruent features in CAD models can enrich the object representation by a set of higher level information, which can be exploited for the reuse of the part model. In ...
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Chapter and Conference Paper
Discriminative Interpolation for Classification of Functional Data
The modus operandi for machine learning is to represent data as feature vectors and then proceed with training algorithms that seek to optimally partition the feature space
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Chapter and Conference Paper
Analyzing Deceptive Speech
This current work explored the speech-based attributes of participants who were being deceptive in an experimental interrogation setting. In particular, the study attempted to investigate the appropriateness o...
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Chapter and Conference Paper
Towards Person Identification and Re-identification with Attributes
Visual identification of an individual in a crowded environment observed by a distributed camera network is critical to a variety of tasks including commercial space management, border control, and crime preve...
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Chapter and Conference Paper
Acoustic Correlates of Deceptive Speech – An Exploratory Study
The current work sets out to enhance our knowledge of changes or lack of changes in the speech signal when people are being deceptive. In particular, the study attempted to investigate the appropriateness of u...
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Chapter and Conference Paper
Display Requirements for an Interactive Rail Scheduling Display
This work, a collaboration between Alstom Transport and the MIT Humans and Automation Laboratory (HAL), is focused on the development of an interactive in-cab scheduling interface for train operators. Currentl...
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Chapter and Conference Paper
Cognitive Engineering of Automated Assembly Processes
A novel approach to cognitive automation of assembly processes is introduced. An experimental assembly cell with two robots has been designed to proof the concept. The cell’s numerical control – termed a cogni...
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Chapter and Conference Paper
Augmented Cognition Methods for Evaluating Serious Game Based Insider Cyber Threat Detection Training
DoD investments into cyber threat defense are ongoing; however, little attention is paid to training personnel to detect and prevent threats to cyber networks that come from internal sources. Supervisors need ...
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Chapter and Conference Paper
Today’s Competitive Objective: Augmenting Human Performance
Gaining competitive advantage requires acquiring or develo** a capability that allows an organization or individual to outperform its competitors. In today’s technology-driven environment, where human capabi...
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Chapter and Conference Paper
Individual Differences and the Science of Human Performance
This study comprises the third year of the Robust Automated Knowledge Capture (RAKC) project. In the previous two years, preliminary research was conducted by collaborators at the University of Notre Dame and ...
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Chapter and Conference Paper
Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks
Monitoring the variables of real world dynamical systems is a difficult task due to their inherent complexity and uncertainty. Particle Filters (PF) perform that task, yielding probability distribution over th...