the proceedings contain 106 papers. the topics discussed include: interactive computations: toward risk management in interactive intelligent systems;fuzzy digital topology and geometry and their applications to medic...
ISBN:
(纸本)9783642450617
the proceedings contain 106 papers. the topics discussed include: interactive computations: toward risk management in interactive intelligent systems;fuzzy digital topology and geometry and their applications to medical imaging;scalable knowledge discovery in complex data withpattern structures;a recurrent neural network with non-gesture rejection model for recognizing gestures with smartphone sensors;structural feature based classification of printed Gujarati characters;mining anomalous sub-graphs in graph data using non-negative matrix factorization;discriminant analysis for identifying individuals of electrocardiogram;trust based secure and energy efficient clustering in wireless sensor network: a bee mating approach;performance analysis of multiclass common spatial patterns in brain-computer interface;and a fuzzy hybrid framework for offline signature verification.
the proceedings contain 13 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Experimental evaluation of graph classification with hadamard code graph ...
ISBN:
(纸本)9783319533742
the proceedings contain 13 papers. the special focus in this conference is on patternrecognition Applications and Methods. the topics include: Experimental evaluation of graph classification with hadamard code graph kernels;document clustering games in static and dynamic scenarios;criteria for mixture-model clustering with side-information;near-Boolean optimization;a continuous approach to set packing and partitioning;approximate inference in related multi-output Gaussian process regression;an online data validation algorithm for electronic nose;near-duplicate retrieval;activity recognition for elderly care by evaluating proximity to objects and human skeleton data;real-time swimmer tracking on sparse camera array;fundamentals of nonparametric Bayesian line detection;computing the number of bubbles and tunnels of a 3-D binary object;raindrop detection on a windshield based on edge ratio and comparative analysis of PRID algorithms based on results ambiguity evaluation.
Four-dimensional computed tomography (4DCT) is a time-resolved, multi-modal imaging method that captures respiratory signals synchronised withthe CT scan in order to track the movement of the lung. It is routinely us...
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the proceedings contain 67 papers. the topics discussed include: on concentration of discrete distributions with applications to supervised learning of classifiers;multi-source data modelling: integrating related data...
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ISBN:
(纸本)9783540734987
the proceedings contain 67 papers. the topics discussed include: on concentration of discrete distributions with applications to supervised learning of classifiers;multi-source data modelling: integrating related data to improve model performance;an empirical comparison of ideal and empirical ROC-based reject rules;outlier detection with kernel density functions;generic probability density function reconstruction for randomization in privacy-preserving data mining;an incremental fuzzy decision tree classification method for mining data streams;on the combination of locally optimal pairwise classifiers;an agent-based approach to the multiple-objective selection of reference vectors;on applying dimension reduction for multi-labeled problems;nonlinear feature selection by relevance feature vector machine;a bounded index for cluster validity;and varying density spatial clustering based on a hierarchical tree.
the proceedings contain 44 papers. the topics discussed include: a wideband rectangular microstrip patch antenna with partial ground plane for 5g applications;development of a Bangla speech to text conversion system u...
ISBN:
(纸本)9781665449212
the proceedings contain 44 papers. the topics discussed include: a wideband rectangular microstrip patch antenna with partial ground plane for 5g applications;development of a Bangla speech to text conversion system using deep learning;automatic identification of mice social behavior through multi-modal latent space clustering;a deep learning approach for Bangla image captioning system;semantic representation of sentences employing an automated threshold;a deep learning approach for Bangla speech to text conversion;a systematic review on the chronological development of Bangla sign language recognition systems;static output feedback stabilizing control for Takagi-Sugeno fuzzy systems;improved transfer learning architecture to classify covid-19 affected chest x-rays using noisy student pre-training;human action recognition based on a sequential deep learning model;and a vision-based lane detection approach for autonomous vehicles using a convolutional neural network architecture.
the proceedings contain 32 papers. the topics discussed include: facial expression recognition using multi-feature concatenation of local face components and hierarchical SVM;performance evaluation of temporal and spa...
ISBN:
(纸本)9781665426596
the proceedings contain 32 papers. the topics discussed include: facial expression recognition using multi-feature concatenation of local face components and hierarchical SVM;performance evaluation of temporal and spatial-temporal convolutional neural networks for land-cover classification (a case study in Shahrekord, Iran);a graph-based density peaks method by employing shortest path for data clustering;ACO-based intrusion detection method in computer networks using fuzzy association rules;discriminating the original region from the duplicated in copy-move forgery;efficient scramble for quasi-random numbers in Monte Carlo computations;pyramidal connected component labeling by irregular graph pyramid;optimum HEVC quantization parameter for cloud gaming;and person re-identification using ensemble of networks on pose transferred images.
the proceedings contain 62 papers. the topics discussed include: multiphase level set method and its application in cell segmentation;perceptual constancy and the dynamics of extracting perceptual visual invariants in...
ISBN:
(纸本)9780889867178
the proceedings contain 62 papers. the topics discussed include: multiphase level set method and its application in cell segmentation;perceptual constancy and the dynamics of extracting perceptual visual invariants in virtual immersion;a fast algorithm for automatic key segment extraction for popular songs;fast and real-time moment computation methods of gray images using image block representation;a region growing-based method for pectoral muscle segmentation in digital mammograms;benchmarking tools for fairly comparing watermarking algorithms;probabilistic normalization: an approach to normalizing similarity measures in content based image retrieval;automatic reading of manuscript forms;real-time object detection and background maintenance for uncontrolled environments;and semi-blind image restoration using a local neural approach.
the proceedings contain 76 papers. the topics discussed include: a method for Chinese sarcasm detection based on enhanced cross-entropy and regularization;CNN-BiGRU-attention: a time series-based traffic flow predicti...
ISBN:
(纸本)9798350355925
the proceedings contain 76 papers. the topics discussed include: a method for Chinese sarcasm detection based on enhanced cross-entropy and regularization;CNN-BiGRU-attention: a time series-based traffic flow prediction model;inevitable exposure: analyzing the privacy paradox in the age of digital connectivity with machine learning paradigms;research on data fusion algorithms for non-stop overload detection on highways;deep learning based automatic detection algorithm of atrial fibrillation implemented on FPGA;the effect of data transformation techniques on machine learning performance: a case study on student dropout prediction;a novel semi-supervised learning method using causal margin adaptation for imbalanced classification;and revolutionizing requirements elicitation: deep learning-based classification of functional and non-functional requirements.
the proceedings contain 85 papers. the topics discussed include: on the computation of the number of bubbles and tunnels of a 3-D binary object;interval coded scoring index with interaction effects - a sensitivity stu...
ISBN:
(纸本)9789897581731
the proceedings contain 85 papers. the topics discussed include: on the computation of the number of bubbles and tunnels of a 3-D binary object;interval coded scoring index with interaction effects - a sensitivity study;an experimental evaluation of the adaptive sampling method for time series classification and clustering;foreground segmentation for moving cameras under low illumination conditions;a new family of bounded divergence measures and application to signal detection;classifier ensembles with trajectory under-sampling for face re-identification;nonparametric Bayesian line detection - towards proper priors for robotic computer vision;similarity function learning with data uncertainty;similarity assessment as a dual process model of counting and measuring;hidden Markov random fields and direct search methods for medical image segmentation;adding model constraints to CNN for top view hand pose recognition in range images;and a mobile indoor positioning system founded on convolutional extraction of learned WLAN fingerprints.
Protein-Protein Interaction (PPI) provides important insights into the metabolic mechanisms of different biological processes. Although PPIs in some organisms have been investigated systematically, PPIs in the ocean a...
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ISBN:
(纸本)9798400712203
Protein-Protein Interaction (PPI) provides important insights into the metabolic mechanisms of different biological processes. Although PPIs in some organisms have been investigated systematically, PPIs in the ocean archaea remain largely unexplored. But such species have special investigation value since their adaptation to extreme living conditions may generate unique PPIs. In this paper, we aim to characterize and predict PPIs in ocean archaea to advance understanding of their metabolic networks. First, we collect all ocean archaea PPIs with high confidence from STRING database and analyze the PPI network features, including centrality and enrichment analysis. the functional enrichment results of the largest connecting subgraph in the PPI network show most PPIs in our constructed dataset is related to the translation and transcription processes. then, we generate an equal number of negative PPI pairs, whose members have either different subcellular locations or GO terms. We also use the generated dataset to test the performance of three pretraining methods and their ensemble methods in the binary PPI prediction task. Our results suggest the ensemble methods could be applied to further improve models’ performance. Fine-tuned models trained on the ocean archaea dataset are expected to predict the other ocean archaea PPIs that are not included in the STRING database and get more understanding about the ocean archaea PPI universe.
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