the proceedings contain 36 papers. the topics discussed include: multiresolution mixture modeling using merging of mixture components;learning latent variable models by pairwise cluster comparison;local kernel density...
the proceedings contain 36 papers. the topics discussed include: multiresolution mixture modeling using merging of mixture components;learning latent variable models by pairwise cluster comparison;local kernel density ratio-based feature selection for outlier detection;a ranking-based KNN approach for multi-label classification;AIC and BIC based approaches for SVM parameter value estimation with RBF kernels;online learning of a dirichlet process mixture of generalized dirichlet distributions for simultaneous clustering and localized feature selection;a stochastic bandit algorithm for scratch games;more is better: large scale partially-supervised sentiment classification;frustratingly simplified deployment in WLAN localization by learning from route annotation;active learning with hinted support vector machine;and a convex-concave relaxation procedure based subgraph matching algorithm.
the proceedings contain 13 papers. the topics discussed include: how do we safely distribute random streams to our parallel stochastic models?;simulation of soft-looking facial expressions;eigenplaces for segmenting e...
ISBN:
(纸本)9789077381687
the proceedings contain 13 papers. the topics discussed include: how do we safely distribute random streams to our parallel stochastic models?;simulation of soft-looking facial expressions;eigenplaces for segmenting exhibition space;a game on profiling learning styles;using Monte Carlo planning for micromanagement in starcraft;device-to-device communication framework supporting indoor positioning system for location-aware interactive applications;changing the rules: acquiring quality assured geospatial data with location-based games;towards usability heuristics for games utilizing speech recognition;3D terrain generation and texture manipulation by voice input;BOCBPN: an object oriented Petri net for cell modeling based on software engineering concepts;and a novel approach using hybrid artificial neural networks for prediction of TBM performance and disaster risk in complex geological environments.
the proceedings contain 321 papers. the topics discussed include: automated fruit classification using KNN and decision trees for enhanced agricultural efficiency and accuracy;real-time fake number plate detection and...
ISBN:
(纸本)9798350354218
the proceedings contain 321 papers. the topics discussed include: automated fruit classification using KNN and decision trees for enhanced agricultural efficiency and accuracy;real-time fake number plate detection and analysis with Raspberry Pi and deep learning;cryptocurrency price prediction using machinelearning;enhancing cybersecurity through anomaly detection in network traffic using convolutional neural networks: a sustainable development approach;an improved GPS assisted fishermen tracking system using internet of things with smart sensors association;optimizing spyware detection with combined neural networks and random forest models;innovative approaches in agri-tech: federated learning models for disease detection in papaya leaves;gesture to text recognition using deep learning approach with VGG16 and resnet50 for sign language;harnessing distributed computing resources with federated reinforcement learning;and enhancement of optimum thickness and ZT values by using material properties and heat transfer coefficient by varying thermal resistance.
the proceedings contain 174 papers. the topics discussed include: unsupervised argument identification for semantic role labeling;exploiting heterogeneous treebanks for parsing;cross language dependency parsing using ...
ISBN:
(纸本)9781617382581
the proceedings contain 174 papers. the topics discussed include: unsupervised argument identification for semantic role labeling;exploiting heterogeneous treebanks for parsing;cross language dependency parsing using a bilingual lexicon;topological field parsing of german;unsupervised multilingual grammar induction;reinforcement learning for mapping instructions to actions;learning semantic correspondences with less supervision;bayesian unsupervised word segmentation with nested pitman-yor language modeling;knowing the unseen: estimating vocabulary size over unseen samples;a ranking approach to stress prediction for letter-to-phoneme conversion;reducing the annotation effort for letter-to-phoneme conversion;revisiting pivot language approach for machine translation;and efficient minimum error rate training and minimum bayes-risk decoding for translation hypergraphs and lattices.
the proceedings contain 66 papers. the topics discussed include: primary role identification in e-mail networks using pattern subgraphs and sequence diagrams;event detection in evolving networks;estimating network par...
ISBN:
(纸本)9781467347921
the proceedings contain 66 papers. the topics discussed include: primary role identification in e-mail networks using pattern subgraphs and sequence diagrams;event detection in evolving networks;estimating network parameters using random walks;graphical analysis of social group dynamics;machinelearning algorithms applied in automatic classification of social network users;what does everybody know? identifying event-specific sources from social media;quantifying social network dynamics;graph-based cross-validated committees ensembles;representing scientific associations through the lens of actor-network theory;detection of head experts in social network;identifying focal patterns in social networks;RunMyCode: an innovative platform for social production and evaluation of scientific research;and solving maximum clique problem in stochastic graphs using learning automata.
the proceedings contain 43 papers. the topics discussed include: impact of receptor clustering on the membrane-based stage of a signalling pathway;local search techniques for placing unique restriction sites in synthe...
ISBN:
(纸本)9781618397461
the proceedings contain 43 papers. the topics discussed include: impact of receptor clustering on the membrane-based stage of a signalling pathway;local search techniques for placing unique restriction sites in synthetic genomes;comparative analysis of machinelearning techniques for the prediction of the DMPK parameters intrinsic clearance and plasma protein binding;HSPp-BLAST: highly scalable parallel PSI-BLAST for very large-scale sequence searches;SMAlign: alignment of DNA sequences with gap constraints;directed dot plots - enhancing sequence alignments with principles of perception;directed dot plots - enhancing sequence alignments with principles of perception;preliminary design of a phylogenetic query portal based on declarative programming languages technology;knowledge-based consensus methods for secondary structure prediction of transmembrane beta-barrel proteins;GRAAu: genome rearrangement algorithm auditor;and analyzing memetic algorithm behavior in DNA fragment assembly problem for noisy data.
the proceedings contain 16 papers. the special focus in this conference is on . the topics include: machinelearning predictions for underestimation of job runtime on HPC system;A power management framework with simpl...
ISBN:
(纸本)9783319699523
the proceedings contain 16 papers. the special focus in this conference is on . the topics include: machinelearning predictions for underestimation of job runtime on HPC system;A power management framework with simple DSL for automatic power-performance optimization on power-constrained HPC systems;scalable data management of the uintah simulation framework for next-generation engineering problems with radiation;High performance LOBPCG method for solving multiple eigenvalues of Hubbard model: Efficiency of communication avoiding neumann expansion preconditioner;Application of a preconditioned chebyshev basis communication-avoiding conjugate gradient method to a multiphase thermal-hydraulic CFD code;Optimization of hierarchical matrix computation on GPU;HBasechainDB – A scalable blockchain framework on Hadoop ecosystem;DETOUR: A large-scale non-blocking optical data center fabric;Querying large scientific data sets with adaptable IO system ADIOS;On the performance of spark on HPC systems: Towards a complete picture;experiences of converging big data analytics frameworks with high performance computing systems;MACC: An OpenACC transpiler for automatic multi-GPU use;Acceleration of wind simulation using locally mesh-refined lattice Boltzmann method on GPU-rich supercomputers;Architecture of an FPGA-based heterogeneous system for code-search problems.
the proceedings contain 21 papers. the topics discussed include: mobile augmented reality for cultural heritage;WMIN-MOBILE: a mobile learning platform for information and service provision;extending the power of mobi...
ISBN:
(纸本)9783642306068
the proceedings contain 21 papers. the topics discussed include: mobile augmented reality for cultural heritage;WMIN-MOBILE: a mobile learning platform for information and service provision;extending the power of mobile phone using service oriented computing;an autonomous middleware model for essential services in distributed mobile applications;peer-to-peer cooperative networking for cellular mobile devices;satcom access in the evolved packet core;a packet reassembly and segmentation protocol for low rate applications in Bluetooth sniff mode;running android applications without a virtual machine;a framework for building and operating context-aware mobile applications;secure middleware for mobile phones and UICC applications;an investigation of different computing sources for mobile application outsourcing on the road;and mobility-tolerant, efficient multicast in mobile cloud applications.
the proceedings contain 20 papers. the special focus in this conference is on Innovations and Interdisciplinary Solutions for Underserved Areas. the topics include: Mangroves Under Demographic Pressure and Salt Produc...
ISBN:
(纸本)9783030510503
the proceedings contain 20 papers. the special focus in this conference is on Innovations and Interdisciplinary Solutions for Underserved Areas. the topics include: Mangroves Under Demographic Pressure and Salt Production threats in the Municipality of Ouidah (Benin);hydroclimate Analysis Under 1.5 and 2 ℃ Global Warming in the Faleme River Basin;preface;integration of Indigenous Knowledge, Climate Data, Satellite Imagery and machinelearning to Optimize Cropping Decisions by Small-Scale Farmers. a Case Study of uMgungundlovu District Municipality, South Africa;Supervision Strategy of a Hybrid System PV with Storage for Injection to the Electrical Network;assessing the e-Readiness of Marginalised Communities for e-Government Services: A Case of Oniipa, Namibia;vulnerability Analysis in Mobile Banking and Payment Applications on Android in African Countries;stakeholder Relations and Ownership of a Community Wireless Network: the Case of iNethi;Consolidating the Right to Data Protection in the Information Age: A Comparative Appraisal of the Adoption of the OECD (Revised) Guidelines into the EU GDPR, the Ghanaian Data Protection Act 2012 and the Kenyan Data Protection Act 2019;a Matrix Model to Analyze Cascading Failure in Critical Infrastructures;clusters Construction Mechanism for Strictly Linear Wireless Sensor Networks;on the Treewidth of Planar Minor Free Graphs;BACP+: A More Efficient Beacon Analysis-Based Collision Prevention Protocol;Enriching Geolocalized Dataset with POIs Descriptions at Large Scale;A Multi-level Smart Monitoring System by Combining an E-Nose and Image Processing for Early Detection of FAW Pest in Agriculture;building Word Representations for Wolof Using Neural Networks.
the fourthasianconference on machinelearning (acml2012) was held in Singapore, during November 4-6, 2012. It follows the successful preceding acmlconferences held in Nanjing (China), Tokyo (Japan), and Taoyuan (T...
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the fourthasianconference on machinelearning (acml2012) was held in Singapore, during November 4-6, 2012. It follows the successful preceding acmlconferences held in Nanjing (China), Tokyo (Japan), and Taoyuan (Taiwan), in 2009, 2010 and 2011, respectively. this series of conferences aims to provide a leading international forum for researchers in machinelearning and related fields to share their new ideas and achievements, and has attracted high quality submissions from Asia, Australasia, Europe and America.
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