Tatiana Kalganova

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 30

Top Topics

Ant Colony Optimization

Anomaly Detection

Dynamic Optimization

Convolutional Network

Top Venues

Publications

T. Fernandez-Hart, James C. Knight, Tatiana Kalganova
Posit and floating-point based Izhikevich neuron: A Comparison of arithmetic. Neurocomputing 597 (2024)
Ayman Elhalwagy, Tatiana Kalganova
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets. CoRR (2023)
Adam Byerly, Tatiana Kalganova
Towards an Analytical Definition of Sufficient Data. SN Comput. Sci. 4 (2) (2023)
Ayman Elhalwagy, Tatiana Kalganova
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets. IEEE Access 11 (2023)
Ayman Elhalwagy, Tatiana Kalganova
Heterogeneous Induction Motor Current Dataset Fusion for Efficient Generalised MCSA-Based Fault Classification. DASC/PiCom/CBDCom/CyberSciTech (2023)
Jonas Skackauskas, Tatiana Kalganova
Herder Ants: Ant Colony Optimization with Aphids for Discrete Event-Triggered Dynamic Optimization Problems. CoRR (2023)
Adam Byerly, Tatiana Kalganova
Towards an Analytical Definition of Sufficient Data. CoRR (2022)
Jonas Skackauskas, Tatiana Kalganova, Ian Dear, Mani Janakiram
Dynamic impact for ant colony optimization algorithm. Swarm Evol. Comput. 69 (2022)
Tatiana Kalganova
Keynote. SDS (2022)
Adam Byerly, Tatiana Kalganova
Class Density and Dataset Quality in High-Dimensional, Unstructured Data. CoRR (2022)
Adam Byerly, Tatiana Kalganova, Richard Ott
The Current State of the Art in Deep Learning for Image Classification: A Review. SAI (2) (2022)
Ayman Elhalwagy, Tatiana Kalganova
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data. CoRR (2022)
Jenan Moosa, Wasan Shakr Awad, Tatiana Kalganova
Attributed-based Label Propagation Method for Balanced Modularity and Homogeneity Community Detection. ICAART (3) (2022)
Tatiana Kalganova
Faster and more accurate machine learning techniques with less data. FMEC (2022)
German Sternharz, Ayman Elhalwagy, Tatiana Kalganova
Data-Efficient Estimation of Remaining Useful Life for Machinery With a Limited Number of Run-to-Failure Training Sequences. IEEE Access 10 (2022)
German Sternharz, Jonas Skackauskas, Ayman Elhalwagy, Anthony J. Grichnik, Tatiana Kalganova, Md. Nazmul Huda
Self-Protected Virtual Sensor Network for Microcontroller Fault Detection. Sensors 22 (2) (2022)
Luiz G. Galvao, Maysam Abbod, Tatiana Kalganova, Vasile Palade, Md. Nazmul Huda
Pedestrian and Vehicle Detection in Autonomous Vehicle Perception Systems - A Review. Sensors 21 (21) (2021)
Adam Byerly, Tatiana Kalganova, Anthony J. Grichnik
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of micro-PCBs. CoRR (2021)
Adam Byerly, Tatiana Kalganova
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks. IEEE Access 9 (2021)
Adam Byerly, Tatiana Kalganova, Anthony J. Grichnik
On the Importance of Capturing a Sufficient Diversity of Perspective for the Classification of Micro-PCBs. KES-IDT (2021)
Adam Byerly, Tatiana Kalganova, Ian Dear
No routing needed between capsules. Neurocomputing 463 (2021)
Adam Byerly, Tatiana Kalganova, Ian Dear
A Branching and Merging Convolutional Network with Homogeneous Filter Capsules. CoRR (2020)
Jonas Skackauskas, Tatiana Kalganova, Ian Dear, Mani Janakram
Dynamic Impact for Ant Colony Optimization algorithm. CoRR (2020)
Ivars Dzalbs, Tatiana Kalganova
Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem. CoRR (2020)
Ivars Dzalbs, Tatiana Kalganova
Simple generate-evaluate strategy for tight-budget parameter tuning problems. SSCI (2020)
Ivars Dzalbs, Tatiana Kalganova
Accelerating supply chains with Ant Colony Optimization across range of hardware solutions. CoRR (2020)
Ivars Dzalbs, Tatiana Kalganova, Ian Dear
Imperialist Competitive Algorithm with Independence and Constrained Assimilation for Solving 0-1 Multidimensional Knapsack Problem. CoRR (2020)
Ivars Dzalbs, Tatiana Kalganova
Accelerating supply chains with Ant Colony Optimization across a range of hardware solutions. Comput. Ind. Eng. 147 (2020)
Adam Byerly, Tatiana Kalganova
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks. CoRR (2019)
Ivars Dzalbs, Tatiana Kalganova
Forecasting Price Movements in Betting Exchanges Using Cartesian Genetic Programming and ANN. Big Data Res. 14 (2018)
Marco Veluscek, Tatiana Kalganova, Peter Broomhead, Anthony J. Grichnik
Composite goal methods for transportation network optimization. Expert Syst. Appl. 42 (8) (2015)
Marco Veluscek, Tatiana Kalganova, Peter Broomhead
Improving ant colony optimization performance through prediction of best termination condition. ICIT (2015)
A. Mousavi, J. Cole, Tatiana Kalganova, R. Stone, J. Zhang, S. Pettifer, R. Walker, Panagiota Nikopoulou-Smyrni, D. Henderson Slater, A. Aggoun, S. Von Rump, S. Naylor
Synopsis of an Engineering Solution for a Painful Problem - Phantom Limb Pain. VISAPP (1) (2014)
Mohammad Rafiq Swash, O. Abdul Fatah, E. Alazawi, Tatiana Kalganova, John Cosmas
Adopting multiview pixel mapping for enhancing quality of holoscopic 3D scene in parallax barriers based holoscopic 3D displays. BMSB (2014)
Yerbol Sapargaliyev, Tatiana Kalganova
Open-ended evolution to discover analogue circuits for beyond conventional applications. Genet. Program. Evolvable Mach. 13 (4) (2012)
Yerbol Sapargaliyev, Tatiana Kalganova
Synthesis of Time-to-Amplitude Converter by Mean CoeVolution with Adaptive Parameters. J. Softw. Eng. Appl. 4 (8) (2011)
Yerbol Sapargaliyev, Tatiana Kalganova
Challenging the Evolutionary Strategy for Synthesis of Analogue Computational Circuits. J. Softw. Eng. Appl. 3 (11) (2010)
Yerbol Sapargaliyev, Tatiana Kalganova
Automated synthesis of 8-output voltage distributor using incremental, evolution. AHS (2010)
Yerbol Sapargaliyev, Tatiana Kalganova
Unconstrained Evolution of Analogue Computational "QR" Circuit with Oscillating Length Representation. ICES (2008)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert
A Novel Genetic Algorithm for Evolvable Hardware. IEEE Congress on Evolutionary Computation (2006)
Gishantha I. F. Thantulage, Tatiana Kalganova, W. A. C. Fernando
A Grid-based Ant Colony Algorithm for Automatic 3D Hose Routing. IEEE Congress on Evolutionary Computation (2006)
Yerbol Sapargaliyev, Tatiana Kalganova
Constrained and Unconstrained evolution of " LCR" low-pass filters with oscillating length representation. IEEE Congress on Evolutionary Computation (2006)
Yerbol Sapargaliyev, Tatiana Kalganova
On Comparison of Constrained and Unconstrained Evolutions in Analogue Electronics on the Example of "LC" Low-Pass Filters. IEICE Trans. Electron. (12) (2006)
S. Mayuran, Warnakulasuriya Anil Chandana Fernando, Tatiana Kalganova, Hemantha Kodikara Arachchi
Evolutionary Strategy Based Improved Motion Estimation Technique for H.264 Video Coding. CCECE (2006)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert
Generalized Disjunction Decomposition for Evolvable Hardware. IEEE Trans. Syst. Man Cybern. Part B 36 (5) (2006)
Yerbol Sapargaliyev, Tatiana Kalganova
Absolutely Free Extrinsic Evolution of Passive Low-Pass Filter. CCECE (2006)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert
Generalized Disjunction Decomposition for the Evolution of Programmable Logic Array Structures. AHS (2006)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert, N. Lipnitsakya, Y. Yatskevich
On Evolution of Relatively Large Combinational Logic Circuits. Evolvable Hardware (2005)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert
Analysis of Genotype Size for an Evolvable Hardware System. IEC (Prague) (2005)
Emanuele Stomeo, Tatiana Kalganova, Cyrille Lambert
Mutation Rate for Evolvable Hardware. IEC (Prague) (2005)
Yerbol Sapargaliyev, Tatiana Kalganova
EHW from Consumer Point of View: Consumer-Triggered Evolution. IEC (Prague) (2005)
B. Ali, A. E. A. Almaini, Tatiana Kalganova
Evolutionary Algorithms and Theirs Use in the Design of Sequential Logic Circuits. Genet. Program. Evolvable Mach. 5 (1) (2004)
James Cunha Werner, Tatiana Kalganova
Disease Modeling Using Evolved Discriminate Function. EuroGP (2003)
Igor Baradavka, Tatiana Kalganova
Assembling Strategies in Extrinsic Evolvable Hardware with Bidirectional Incremental Evolution. EuroGP (2003)
Antoaneta Serguieva, Tatiana Kalganova
A neuro-fuzzy-evolutionary classifier of low-risk investments. FUZZ-IEEE (2002)
Antoaneta Serguieva, John Hunter, Tatiana Kalganova
Soft computing in investment appraisal. EUSFLAT Conf. (2001)
Tatiana Kalganova
Bidirectional Incremental Evolution in Extrinsic Evolvable Hardware. Evolvable Hardware (2000)
Tatiana Kalganova
An Extrinsic Function-Level Evolvable Hardware Approach. EuroGP (2000)
Tatiana Kalganova, Gordon Russell, Andrew Cumming
Multiple Traffic Signal Control Using A Genetic Algorithm. ICANNGA (1999)
Tatiana Kalganova, Julian F. Miller
Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness. Evolvable Hardware (1999)
Tatiana Kalganova, Julian F. Miller, Terence C. Fogarty
Some Aspects of an Evolvable Hardware Approach for Multiple-Valued Combinational Circuit Design. ICES (1998)
Elena N. Zaitseva, Tatiana Kalganova, Evgeny G. Kochergov
Logical Not Polynomial Forms to Represent Multiple-Valued Functions. ISMVL (1996)