ADVCOMP 2021 : The Fifteenth International Conference on Advanced Engineering Computing and Applications in Sciences

ADVCOMP 2021 conference tracks:

Advances on computing theories

Machine learning theory; Machine learning models (supervised, unsupervised, reinforcement, constrained, etc.); Explainable AI (feature importance, LIME, SHAP, FACT, etc.); Finite-state machines; Petri nets /stochastic/colored/probabilistic/etc; Genetic algorithms; Prediction theory; Bayesian theory /statistics/filtering/estimation/reasoning/rating/etc; Markov chains/process/model/etc; Graphs theories; Training of models (hyperparameter optimization, regularization, optimizers); Active learning (partially labels datasets, faulty labels, semi-supervised); Data in machine learning (no data, small data, big data, graph data, time series, sparse data, etc.); Applications of machine learning (recommender systems, NLP, computer vision, engineering, urban, environmental, etc.)

Advances in computation methods

Hybrid computational methods; Advanced numerical algorithms; Differential calculus; Matrix perturbation theory; Rare matrices; Fractals & super-fractal algorithms; Random graph dynamics; Multi-dimensional harmonic estimation

Computational logics

Knowledge-based systems and automated reasoning; Logical issues in knowledge representation /non-monotonic reasoning/belief; Specification and verification of programs and systems; Applications of logic in hardware and VLSI; Natural language, concurrent computation, planning; Deduction and reasoning; Logic of computation; Dempster-Shafer theory; Fuzzy theory/computation/logic/etc

Advances on computing mechanisms

Clustering large and high dimensional data; Data fusion and aggregation; Biological sequence analysis; Biomecatronics mechanisms; Biologically inspired mechanisms; System theory and control mechanisms; Multi-objective evolutionary algorithms; Constraint-based algorithms; Ontology-based reasoning; Topology and structure patterns; Geometrical pattern similarity; Strong and weak symmetry; Distortion in coordination mechanisms

Computing techniques

Distributed computing; Parallel computing; Grid computing; Autonomic computing; Cloud computing; Development of numerical and scientific software-based systems; Pattern-based computing; Finite-element method computation; Elastic models; Optimization techniques; Simulation techniques; Stream-based computing

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ADVCOMP 2021 : The Fifteenth International Conference on Advanced Engineering Computing and Applications in Sciences will take place in Barcelona, Spain. It’s a 5 days event starting on Oct 03, 2021 (Sunday) and will be winded up on Oct 07, 2021 (Thursday).

ADVCOMP 2021 falls under the following areas: COMPUTING, CLOUD, etc. Submissions for this Conference can be made by Jul 05, 2021. Authors can expect the result of submission by Aug 14, 2021. Upon acceptance, authors should submit the final version of the manuscript on or before Sep 04, 2021 to the official website of the Conference.

Please check the official event website for possible changes before you make any travelling arrangements. Generally, events are strict with their deadlines. It is advisable to check the official website for all the deadlines.

Other Details of the ADVCOMP 2021

• Short Name: ADVCOMP 2021
• Full Name: The Fifteenth International Conference on Advanced Engineering Computing and Applications in Sciences
• Timing: 09:00 AM-06:00 PM (expected)
• Fees: Check the official website of ADVCOMP 2021
• Event Type: Conference
• Website Link: https://www.iaria.org/conferences2021/ADVCOMP21.html
• Location/Address: Barcelona, Spain