The proceedings contain 20 papers. The topics discussed include: uncertainty preserving patch-based online modeling for 3D model acquisition and integration from passive motion imagery;feature-based background registr...
ISBN:
(纸本)9780819490803
The proceedings contain 20 papers. The topics discussed include: uncertainty preserving patch-based online modeling for 3D model acquisition and integration from passive motion imagery;feature-based background registration in wide-area motion imagery;persistent electro-optical/infrared wide-area sensor exploitation;anomaly detection driven active learning for identifying suspicious tracks and events in WAMI video;SIFT vehicle recognition with semi-synthetic model database;insect vision based collision avoidance system for remotely piloted aircraft;anomaly detection driven active learning for identifying suspicious tracks and events in WAMI video;insect vision based collision avoidance system for remotely piloted aircraft;pattern activity clustering and evaluation (PACE);dynamic graph analytic framework (DYGRAF): greater situation awareness through layered multi-modal network analysis;and quality-of-service sensitivity to bio-inspired/evolutionarycomputational methods for intrusion detection in wireless ad hoc multimedia sensor networks.
The proceedings contain 16 papers. The topics discussed include: biologically inspired models for swarming;classifying and evolving multi-agent behaviors from animal packs in search and tracking problems;developing AE...
详细信息
ISBN:
(纸本)0819466859
The proceedings contain 16 papers. The topics discussed include: biologically inspired models for swarming;classifying and evolving multi-agent behaviors from animal packs in search and tracking problems;developing AEA system-of-systems mission plans with a multi-objective genetic algorithm;evolutionary optimization of cooperative heterogeneous teams;the multi-objective constrained assignment problems;modeling and predicting abstract concept or idea introduction and propagation through geopolitical groups;modeling and predicting community responses to events using cultural demographics;modeling and predicting community responses to events using cultural demographics;bio-inspired large cellular neural networks;evolving military-grade image transforms using state-of-the-art variation operators;and object classification with recurrent feedback neural networks.
The proceedings contain 16 papers. The topics discussed include: the knowledge instinct, cognitive algorithms, modeling of language and cultural evolution;bio-inspiration not bio-imitation;a biological inspired approa...
详细信息
ISBN:
(纸本)9780819471550
The proceedings contain 16 papers. The topics discussed include: the knowledge instinct, cognitive algorithms, modeling of language and cultural evolution;bio-inspiration not bio-imitation;a biological inspired approach to modeling unmanned vehicle teams;a bio-inspired swarm robot coordination algorithm for multiple target searching;an evolutionary algorithm technique for intelligence, surveillance, and reconnaissance plan optimization;using a multi-objective genetic algorithm for developing aerial sensor team search strategies;team-based resource allocation using a decentralized social decision-making paradigm;data modeling enabled dynamical analysis for blogger state-of-mind modeling and prediction;developing an intelligence analysis process through social network analysis;and a qualia representation of cyberspace.
The proceedings contain 18 papers. The topics discussed include: using concepts from biology to improve problem-solving methods;PADF RF localization experiments with multi-agent caged-MAV platforms;boresight calibrati...
ISBN:
(纸本)9780819486332
The proceedings contain 18 papers. The topics discussed include: using concepts from biology to improve problem-solving methods;PADF RF localization experiments with multi-agent caged-MAV platforms;boresight calibration of the aerial multi-head camera system;initial data sampling in design optimization;a robust regularization algorithm for polynomial networks for machine learning;a scaled, performance driven evaluation of the layered-sensing framework utilizing polarimetric infrared imagery;categorification of the layered sensing construct;modeling decision uncertainties in total situation awareness using cloud computationtheory;wide-threat detection: recognition of adversarial missions and activity patterns in Empire Challenge 2009;and graph clustering techniques applied to the glycomic response in glioblastoma cells to treatments with STAT3 phosphorylation inhibition and fetal bovine serum.
The proceedings contain 33 papers. The topics discussed include: intelligent dissemination in a secure, wireless platform;effective learning techniques for military applications using the personalized assistant that l...
ISBN:
(纸本)9780819476135
The proceedings contain 33 papers. The topics discussed include: intelligent dissemination in a secure, wireless platform;effective learning techniques for military applications using the personalized assistant that learns (PAL) enhanced web-based temporal analysis system (WebTAS);efficiently determining transform filter coefficients for image processing by applying distributed genetic algorithms;aerial image registration incorporating GPS/IMU data;novel insights into the lipidome of glioblastoma cells based on a combined PLSR and DD-HDS computational analysis;application and evaluation of a motion compensation technique to breast MRI;emergency response networks for disaster monitoring and detection from space;an adaptive approach to space-based picosatellite sensor networks;endgame implementations for the efficient global optimization (EGO) algorithm;and issues involved in developing a genetic algorithm methodology for optimizing the position of ship-board antennas.
The proceedings contain 23 papers. The topics discussed include: sender independent delivery in a secure wireless platform;neural methods based on modified reputation rules for detection and identification of intrusio...
ISBN:
(纸本)9780819481689
The proceedings contain 23 papers. The topics discussed include: sender independent delivery in a secure wireless platform;neural methods based on modified reputation rules for detection and identification of intrusion attacks in wireless ad hoc sensor networks;entropyology: the application of bioinformatics and data modeling to digital virus and malware recognition;computational techniques to the topology and dynamics of lipidomic networks found in glioblastoma cells;applying EGO to large dimensional optimizations: a wideband fragmented patch example;optimum design of antennas using metamaterials with the efficient global optimization (EGO) algorithm;multiple tests for wind turbine fault detection and score fusion using two-level multidimensional scaling (MDS);two satellite image sets for the training and validation of image processing systems for defense applications;application and evaluation of novel optical-flow-based motion correction algorithms to breast MRI;and cognitive dynamic logic algorithms for situational awareness.
In the author's previous work, a cross-layer protocol approach to wireless sensor network (WSN) intrusion detection an identification is created with multiple bio-inspired/evolutionarycomputational methods applie...
详细信息
ISBN:
(纸本)9780819490803
In the author's previous work, a cross-layer protocol approach to wireless sensor network (WSN) intrusion detection an identification is created with multiple bio-inspired/evolutionarycomputational methods applied to the functions of the protocol layers, a single method to each layer, to improve the intrusion-detection performance of the protocol over that of one method applied to only a single layer's functions. The WSN cross-layer protocol design embeds GAs, anti-phase synchronization, ACO, and a trust model based on quantized data reputation at the physical, MAC, network, and application layer, respectively. The construct neglects to assess the net effect of the combined bio-inspired methods on the quality-of-service (QoS) performance for "normal" data streams, that is, streams without intrusions. Analytic expressions of throughput, delay, and jitter, coupled with simulation results for WSNs free of intrusion attacks, are the basis for sensitivity analyses of QoS metrics for normal traffic to the bio-inspired methods.
Observing nature has been a cornerstone of engineering design. Today, engineers look not only at finished products, but imitate the evolutionary process by which highly optimized artifacts have appeared in nature. Evo...
详细信息
ISBN:
(纸本)9780819486332
Observing nature has been a cornerstone of engineering design. Today, engineers look not only at finished products, but imitate the evolutionary process by which highly optimized artifacts have appeared in nature. evolutionarycomputation began by capturing only the simplest ideas of evolution, but today, researchers study natural evolution and incorporate an increasing number of concepts in order to evolve solutions to complex engineering problems. At the new BEACON Center for the Study of Evolution in Action, studies in the lab and field and in silico are laying the groundwork for new tools for evolutionary engineering design. This paper, which accompanies a keynote address, describes various steps in development and application of evolutionarycomputation, particularly as regards sensor design, and sets the stage for future advances.
RF/IR wireless (virtual) synapses are critical components of HYDRA (Hyper-Distributed Robotic Autonomy) neural networks, already discussed in two earlier papers. The HYDRA network has the potential to be very large, u...
详细信息
ISBN:
(纸本)9780819471550
RF/IR wireless (virtual) synapses are critical components of HYDRA (Hyper-Distributed Robotic Autonomy) neural networks, already discussed in two earlier papers. The HYDRA network has the potential to be very large, up to 10(11)-neurons and 10(18)-synapses, based on already established technologies (cellular RF telephony and IR-wireless LANs). It is organized into almost fully connected IR-wireless clusters. The HYDRA neurons and synapses are very flexible, simple, and low-cost. They can be modified into a broad variety of biologically-inspired brain-like computing capabilities. In this third paper, we focus on neural hardware in general, and on IR-wireless synapses in particular. Such synapses, based on LED/LD-connections, dominate the HYDRA neural cluster.
暂无评论