Tatiana Kalganova

Orcid: 0000-0003-4859-7152

According to our database1, Tatiana Kalganova authored at least 57 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Towards an Analytical Definition of Sufficient Data.
SN Comput. Sci., March, 2023

Herder Ants: Ant Colony Optimization with Aphids for Discrete Event-Triggered Dynamic Optimization Problems.
CoRR, 2023

A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets.
IEEE Access, 2023

Heterogeneous Induction Motor Current Dataset Fusion for Efficient Generalised MCSA-Based Fault Classification.
Proceedings of the IEEE Intl Conf on Dependable, 2023

2022
Dynamic impact for ant colony optimization algorithm.
Swarm Evol. Comput., 2022

Self-Protected Virtual Sensor Network for Microcontroller Fault Detection.
Sensors, 2022

Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data.
CoRR, 2022

Class Density and Dataset Quality in High-Dimensional, Unstructured Data.
CoRR, 2022

Data-Efficient Estimation of Remaining Useful Life for Machinery With a Limited Number of Run-to-Failure Training Sequences.
IEEE Access, 2022

Keynote.
Proceedings of the Ninth International Conference on Software Defined Systems, 2022

The Current State of the Art in Deep Learning for Image Classification: A Review.
Proceedings of the Intelligent Computing, 2022

Attributed-based Label Propagation Method for Balanced Modularity and Homogeneity Community Detection.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Faster and more accurate machine learning techniques with less data.
Proceedings of the Seventh International Conference on Fog and Mobile Edge Computing, 2022

2021
COVID-19 Contact Tracing Networks.
Dataset, December, 2021

Pedestrian and Vehicle Detection in Autonomous Vehicle Perception Systems - A Review.
Sensors, 2021

No routing needed between capsules.
Neurocomputing, 2021

Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks.
IEEE Access, 2021

On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of Micro-PCBs.
Proceedings of the Intelligent Decision Technologies, 2021

2020
Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem.
CoRR, 2020

Imperialist Competitive Algorithm with Independence and Constrained Assimilation for Solving 0-1 Multidimensional Knapsack Problem.
CoRR, 2020

Dynamic Impact for Ant Colony Optimization algorithm.
CoRR, 2020

A Branching and Merging Convolutional Network with Homogeneous Filter Capsules.
CoRR, 2020

Accelerating supply chains with Ant Colony Optimization across a range of hardware solutions.
Comput. Ind. Eng., 2020

Simple generate-evaluate strategy for tight-budget parameter tuning problems.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2018
Forecasting Price Movements in Betting Exchanges Using Cartesian Genetic Programming and ANN.
Big Data Res., 2018

2015
Composite goal methods for transportation network optimization.
Expert Syst. Appl., 2015

Improving ant colony optimization performance through prediction of best termination condition.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

2014
Synopsis of an Engineering Solution for a Painful Problem - Phantom Limb Pain.
Proceedings of the VISAPP 2014, 2014

Adopting multiview pixel mapping for enhancing quality of holoscopic 3D scene in parallax barriers based holoscopic 3D displays.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2012
Open-ended evolution to discover analogue circuits for beyond conventional applications.
Genet. Program. Evolvable Mach., 2012

2011
Synthesis of Time-to-Amplitude Converter by Mean CoeVolution with Adaptive Parameters.
J. Softw. Eng. Appl., 2011

2010
Challenging the Evolutionary Strategy for Synthesis of Analogue Computational Circuits.
J. Softw. Eng. Appl., 2010

Automated synthesis of 8-output voltage distributor using incremental, evolution.
Proceedings of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems, 2010

2008
Unconstrained Evolution of Analogue Computational "QR" Circuit with Oscillating Length Representation.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2008

2006
Generalized Disjunction Decomposition for Evolvable Hardware.
IEEE Trans. Syst. Man Cybern. Part B, 2006

On Comparison of Constrained and Unconstrained Evolutions in Analogue Electronics on the Example of "LC" Low-Pass Filters.
IEICE Trans. Electron., 2006

A Grid-based Ant Colony Algorithm for Automatic 3D Hose Routing.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

A Novel Genetic Algorithm for Evolvable Hardware.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Constrained and Unconstrained evolution of " LCR" low-pass filters with oscillating length representation.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Absolutely Free Extrinsic Evolution of Passive Low-Pass Filter.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Evolutionary Strategy Based Improved Motion Estimation Technique for H.264 Video Coding.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Generalized Disjunction Decomposition for the Evolution of Programmable Logic Array Structures.
Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005
Mutation Rate for Evolvable Hardware.
Proceedings of the International Enformatika Conference, 2005

Analysis of Genotype Size for an Evolvable Hardware System.
Proceedings of the International Enformatika Conference, 2005

EHW from Consumer Point of View: Consumer-Triggered Evolution.
Proceedings of the International Enformatika Conference, 2005

On Evolution of Relatively Large Combinational Logic Circuits.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

2004
Evolutionary Algorithms and Theirs Use in the Design of Sequential Logic Circuits.
Genet. Program. Evolvable Mach., 2004

2003
Disease Modeling Using Evolved Discriminate Function.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Assembling Strategies in Extrinsic Evolvable Hardware with Bidirectional Incremental Evolution.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
A neuro-fuzzy-evolutionary classifier of low-risk investments.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Soft computing in investment appraisal.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
An Extrinsic Function-Level Evolvable Hardware Approach.
Proceedings of the Genetic Programming, European Conference, 2000

Bidirectional Incremental Evolution in Extrinsic Evolvable Hardware.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999
Multiple Traffic Signal Control Using A Genetic Algorithm.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999

Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

1998
Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

1996
Logical Not Polynomial Forms to Represent Multiple-Valued Functions.
Proceedings of the 26th IEEE International Symposium on Multiple-Valued Logic, 1996


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