The proceedings contain 12 papers. The topics discussed include: on the estimation of metabolic profiles in metagenomics;on weighting schemes for gene order analysis;alignment-free sequence comparison with spaced k-me...
ISBN:
(纸本)9783939897590
The proceedings contain 12 papers. The topics discussed include: on the estimation of metabolic profiles in metagenomics;on weighting schemes for gene order analysis;alignment-free sequence comparison with spaced k-mers;PanCake: a data structure for pangenomes;reconstructing consensus Bayesian network structures with application to learning molecular interaction networks;efficient interpretation of tandem mass tags in top-down proteomics;GEDEVO: an evolutionary graph edit distance algorithm for biological network alignment;dinucleotide distance histograms for fast detection of rRNA in metatranscriptomic sequences;utilization of ordinal response structures in classification with high-dimensional expression data;extended sunflower hidden Markov models for the recognition of homotypic cis-regulatory modules;avoiding ambiguity and assessing uniqueness in minisatellite alignment;and aligning flowgrams to DNA sequences.
The proceedings contain 31 papers. The topics discussed include: using state-based planning heuristics for partial-order causal-link planning;workflow clustering using semantic similarity measures;empathy and its modu...
ISBN:
(纸本)9783642409417
The proceedings contain 31 papers. The topics discussed include: using state-based planning heuristics for partial-order causal-link planning;workflow clustering using semantic similarity measures;empathy and its modulation in a virtual human;cognitive workload of humans using artificial intelligence systems: towards objective measurement applying eye-tracking technology;parallel variable elimination on CNF formulas;agent-based multimodal transport planning in dynamic environments;on GPU-based nearest neighbor queries for large-scale photometric catalogs in astronomy;on mutation rate tuning and control for the (1+1)-EA;variable neighborhood search for continuous monitoring problem with inter-depot routes;and advances in accessing big data with expressive ontologies.
The proceedings contain 35 papers. The topics discussed include: similarity-based resource retrieval in multi-agent systems by using locality-sensitive hash functions;a multi-agent flooding algorithm for search and re...
ISBN:
(纸本)9783642407758
The proceedings contain 35 papers. The topics discussed include: similarity-based resource retrieval in multi-agent systems by using locality-sensitive hash functions;a multi-agent flooding algorithm for search and rescue operations in unknown terrain;a practical security infrastructure for distributed agent applications;decentralized cooperative agent-based clustering in intelligent traffic clouds;evolving mechanisms in Boolean games;repeated sequential single-cluster auctions with dynamic tasks for multi-robot task allocation with pickup and delivery;secrecy preserving BDI agents based on answerset programming;bid-price control for the formation of multiagent organizations;peer-to-peer network for flexible service sharing and discovery;and agent-negotiation of lot-sizing contracts by simulated annealing with part-way resets.
The proceedings contain 46 papers. The topics discussed include: reconstructing reflective and transparent surfaces from epipolar plane images;structure from motion using rigidly coupled cameras without overlapping vi...
The proceedings contain 46 papers. The topics discussed include: reconstructing reflective and transparent surfaces from epipolar plane images;structure from motion using rigidly coupled cameras without overlapping views;highly accurate depth estimation for objects at large distances;a low-rank constraint for parallel stereo cameras;multi-resolution range data fusion for multi-view stereo reconstruction;discriminative joint non-negative matrix factorization for human action classification;confidence-based surface prior for energy- minimization stereo matching;a Monte Carlo strategy to integrate detection and model-based face analysis;learning how to combine internal and external denoising methods;approximate sorting;sequential Gaussian mixture models for two-level conditional random fields;synthesizing real world stereo challenges;and pedestrian path prediction with recursive Bayesian filters: a comparative study.
This paper implements a simple vector space model relying on lexico-syntactic patterns to distinguish between the paradigmatic relations synonymy, antonymy and hypernymy. Our study is performed across word classes, an...
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ISBN:
(纸本)9783642407215
This paper implements a simple vector space model relying on lexico-syntactic patterns to distinguish between the paradigmatic relations synonymy, antonymy and hypernymy. Our study is performed across word classes, and models the lexical relations between german nouns, verbs and adjectives. Applying nearest-centroid classification to the relation vectors, we achieve a precision of 59.80%, which significantly outperforms the majority baseline (χ2, p
Obstructive Sleep Apnea (OSA) is a common sleep disorder which is characterized by recurrent blockage of the upper airway, often resulting in oxygen desaturation. Attended overnight polysomnography (PSG) has been reco...
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ISBN:
(纸本)9781479931637
Obstructive Sleep Apnea (OSA) is a common sleep disorder which is characterized by recurrent blockage of the upper airway, often resulting in oxygen desaturation. Attended overnight polysomnography (PSG) has been recommended as the golden standard for the diagnostic of OSA at hospitals, which requires an expensive attended overnight stay at a hospital with considerable wiring between the PSG device and the human body. In this work, we implement a reliable, comfortable, inexpensive, and easily available portable device that allows users to apply the OSA test at home without the need for attended overnight tests. The design takes advantage of a smartphone's built-in sensors, pervasiveness, computational capabilities, and userfriendly interface to screen OSA. We extract three main physiological signals to diagnose OSA which are (1) oxygen saturation using an external oximeter, (2) respiratory effort using the smartphone's built-in microphone, and (3) body movement using the smartphone's built-in accelerometer. The signals are analyzed on the smartphone to screen the OSA. Finally, we examine our system's ability to screen the disease as compared to the golden standard by testing it on 15 subjects. Results show that 100% of the sick subjects were correctly classified as having OSA, and 85.7% of the healthy subjects were correctly classified as not having OSA. These preliminary results demonstrate the effectiveness of the proposed system when compared to the golden standard and emphasize the important role of smartphones in healthcare.
Personalized systems are gaining popularity in various mobile scenarios. In this work, we take on the challenges associated with the automotive domain and present a user-adaptive graphical renderer. By supporting a st...
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This paper reports on a comparative analysis of specific prosodic features (fundamental frequency and intensity) used as a means of speech influence in germanic languages (English, Dutch, german,). The aim of the stud...
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