School of Engineering and Digital Sciences

  • Kazakhstan

Research Output 1986 2020

2020

Deep-learning-based approach for outdoor electrical insulator inspection

Pernebayeva, D. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 81-88 8 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Insulator
Inspection
Electric power transmission networks
Learning
Power transmission

Deep learning theory simplified

Bakambekova, A. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 41-55 15 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning Theory
Learning
Neural Networks
Training Algorithm
Augmented Reality

Deep neuro-fuzzy architectures

Dorzhigulov, A. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 195-213 19 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Fuzzy Logic
Neuro-fuzzy
Fuzzy logic
Brain
Aptitude

Getting started with TensorFlow deep learning

Toleubay, Y. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 57-67 11 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Boidae
Python
Open Source Software
Recurrent Neural Networks
Digit

HTM theory

Dauletkhanuly, Y., Krestinskaya, O. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 169-180 12 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data storage equipment
Learning
Data Classification
Prediction
Cognition
1 Citation (Scopus)

Idealized Sine Wave Approach to Determine Arrival Times of Shear Wave Signals Using Bender Elements

Khan, Q., Moon, S-W. & Ku, T., Jan 2020, In : Geotechnical Testing Journal. 43, 1, 20170121.

Research output: Contribution to journalArticle

Shear waves
arrival time
S-wave
Soils
Travel time

Introduction to neuro-memristive systems

James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 3-12 10 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Memristors
Hardware
Equipment and Supplies
Computing
Availability

Learning algorithms and implementation

Krestinskaya, O. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 91-102 12 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning algorithms
Learning Algorithm
Learning
Hardware
Memristors

Memristive deep convolutional neural networks

Krestinskaya, O. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 131-137 7 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning
Neural Networks
Neural networks
Cover
Deep neural networks

Memristive hierarchical temporal memory

Krestinskaya, O., Dolzhikova, I. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 181-194 14 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Nearest Neighbor Method
Feature Extraction
Feature extraction
Encoding
Hardware

Memristive LSTM architectures

Adam, K., Smagulova, K. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 155-167 13 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Analog circuits
Libraries
Hardware
Analog Circuits
Architecture

Memristive threshold logic networks

Dolzhikova, I., Kumar Maan, A. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 117-130 14 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Threshold logic
Logic circuits
Logic
Memristors
Memory architecture

Memristors: Properties, models, materials

Krestinskaya, O., Irmanova, A. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 13-40 28 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Memristors
Equipment and Supplies
Network architecture
Process Variation
Model

Multi-level memristive memory for neural networks

Irmanova, A., Myrzakhmet, S. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 103-116 14 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Memristors
Neural Networks
Neural networks
Data storage equipment
Equipment and Supplies

Overview of long short-term memory neural networks

Smagulova, K. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 139-153 15 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Long-Term Memory
Memory Term
Recurrent neural networks
Short-Term Memory
Neural Networks

Preface

James Pappachen, A., Jan 1 2020, In : Modeling and Optimization in Science and Technologies. 14, p. vii

Research output: Contribution to journalEditorial

Speech recognition application using deep learning neural network

Izbassarova, A., Duisembay, A. & James Pappachen, A., Jan 1 2020, Modeling and Optimization in Science and Technologies. Springer Verlag, p. 69-79 11 p. (Modeling and Optimization in Science and Technologies; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Neural Networks (Computer)
Speech Recognition
Speech recognition
Neural Network Model
Learning
2019

3D Laser scanning in the mining underground in Kazakhstan

Moon, S-W., Nikitenko, S. & Koshan, Y., Aug 2019, AOGS 2019 - Asia Oceania Geosciences Society.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

laser
subsoil
surveying
cavity
dust

3D printing: a critical review of current development and future prospects

Ali, M. H., Batai, S. & Sarbassov, D., Jan 1 2019, In : Rapid Prototyping Journal.

Research output: Contribution to journalReview article

Printing
3D printers
Topology
Mechanical properties
Processing

A 30 Gb/s Integrated Receiver Array for Parallel Optical Interconnects

Nguyen, N. T. H., Ukaegbu, I. A. & Hyo-Hoon Park, Apr 17 2019, In : IET Journal of Engineering. p. 1 4 p.

Research output: Contribution to journalArticle

Optical interconnects
Operational amplifiers
Photodiodes
Electric power utilization
Capacitance
2 Citations (Scopus)

A classification and review of timed Markov models of manufacturing systems

Papadopoulos, C., Li, J. & O'Kelly, M. E. J., Feb 1 2019, In : Computers and Industrial Engineering. 128, p. 219-244 26 p.

Research output: Contribution to journalArticle

Markov processes
Explosions

A comparative ANSYS-based force analysis of a new horizontal-axis semi-exposed wind turbine

Seitenov, D., Mir-Nasiri, N. & Ali, M. H., Jan 1 2019, In : Wind Engineering.

Research output: Contribution to journalArticle

Wind turbines
Turbomachine blades
Bearings (structural)
Wind power
Turbines

A comprehensive construction and demolition waste management model using PESTEL and 3R for construction companies operating in central Asia

Turkyilmaz, A., Guney, M., Karaca, F., Bagdatkyzy, Z., Sandybayeva, A. & Sirenova, G., Jan 1 2019, In : Sustainability (Switzerland). 11, 6, 1593.

Research output: Contribution to journalArticle

Open Access
Demolition
waste management
Central Asia
Waste management
Industry

A comprehensive kinetic and thermodynamic study of CO2 absorption in blends of monoethanolamine and potassium lysinate: Experimental and modeling

Ramezani, R., Mazinani, S. & Di Felice, R., Oct 12 2019, In : Chemical Engineering Science. 206, p. 187-202 16 p.

Research output: Contribution to journalArticle

Ethanolamine
Potassium
Thermodynamics
Reaction kinetics
Kinetics

A Discrete-Time Optimization-Based Sliding Mode Control Law for Linear Systems with Input and State Constraints

Rubagotti, M., Paolo Incremona, G. & Ferrara, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5940-5945 6 p. 8619503. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Input Constraints
State Constraints
Sliding mode control
Sliding Mode Control
Linear systems

Advances in the catalytic reduction of nitrate by metallic catalysts for high efficiency and N2 selectivity: A review

Tokazhanov, G., Ramazanova, E., Shanawar, H., Bae, S. & Lee, W., 2019, (Submitted) In : Chemical Engineering Journal.

Research output: Contribution to journalArticle

A hybrid memristor–CMOS chip for AI

James, A. P., Jul 1 2019, In : Nature Electronics. 2, 7, p. 268-269 2 p.

Research output: Contribution to journalArticle

Memristors
machine learning
Learning algorithms
learning
central processing units

Algorithms for closest and farthest string problems via rank distance

Dinu, L. P., Dumitru, B. C. & Popa, A., Jan 1 2019, Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings. Gopal, T. V. & Watada, J. (eds.). Springer Verlag, p. 154-171 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11436 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strings
Polynomials
Linear programming
Computational complexity
Polynomial-time Algorithm
1 Citation (Scopus)

An Algorithm Steps to Solve Coupled Case for Dual Input Dual Output SCC

Zhaikhan, A., Subburaj, V., Mustafa, Y., Jena, D., Perumal, P. & Ruderman, A., Feb 22 2019, Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference. Institute of Electrical and Electronics Engineers Inc., p. 821-825 5 p. 8650458. (IEEE Region 10 Annual International Conference, Proceedings/TENCON; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analysis of a novel actively controlled split path automotive gear powertrain topology

Spitas, C., Amani, A., Spitas, V. & Akiltayev, A., Jan 1 2019, In : International Journal of Powertrains. 8, 2, p. 157-174 18 p.

Research output: Contribution to journalArticle

Powertrains
Gears
Topology
Parallel flow
Real time control

Analysis of resonant coupling coil configurations of EV wireless charging system: a simulation study

Lu, M., Junussov, A. & Bagheri, M., Jan 1 2019, In : Frontiers in Energy.

Research output: Contribution to journalArticle

Electric vehicles
Internal combustion engines
Air pollution
Cables
Geometry

Analytics of Heterogeneous Breast Cancer Data Using Neuroevolution

Abdikenov, B., Iklassov, Z., Sharipov, A., Hussain, S. & Jamwal, P. K., Jan 1 2019, In : IEEE Access. 7, p. 18050-18060 11 p., 8632897.

Research output: Contribution to journalArticle

Evolutionary algorithms
Classifiers
Deep neural networks
Learning algorithms
Learning systems

A new algorithm to control dynamic stability of higher-order systems

Mir-Nasiri, N. & Ali, M. H., Apr 8 2019, Proceedings - 8th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2018. Institute of Electrical and Electronics Engineers Inc., p. 53-58 6 p. 8684988. (Proceedings - 8th IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Higher Order
Dynamic Systems
Dynamical systems
Characteristic polynomial
Coefficient

A New Transformer FRA Measurement Technique to Reach Smart Interpretation for Inter-Disk Faults

Nurmanova, V., Bagheri, M., Zollanvari, A., Aliakhmet, K., Akhmetov, Y. & Gharehpetian, G. B., Aug 1 2019, In : IEEE Transactions on Power Delivery. 34, 4, p. 1508-1519 12 p., 8682123.

Research output: Contribution to journalArticle

Frequency response
Transformer windings
Power transformers
Learning systems
Numerical analysis

An integrated framework for subsea pipelines safety analysis considering causation dependencies

Li, X., Yang, M. & Chen, G., May 2019, In : Ocean Engineering. 183, p. 175-186

Research output: Contribution to journalArticle

Pipelines
Hazards
Decision making
Monitoring

An output-sensitive algorithm for the minimization of 2-dimensional string covers

Popa, A. & Tanasescu, A., Jan 1 2019, Theory and Applications of Models of Computation - 15th Annual Conference, TAMC 2019, Proceedings. Gopal, T. V. & Watada, J. (eds.). Springer Verlag, p. 536-549 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11436 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strings
Automata theory
Cover
Crystallography
Output
Energy conversion
Wind power
Torque
Systems analysis
Control systems

Application of Big Data in Smart Grids: Energy Analytics

Marlen, A., Maxim, A., Ukaegbu, I. A. & Nunna, H. S. V. S. K., May 2 2019, 21st International Conference on Advanced Communication Technology (ICACT). IEEE, p. 402 407 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smart meters
Unsupervised learning
Clustering algorithms
Energy utilization
Big data

Application of cyclic operation to acetic / water separation

Patrut, C., Udrea, E. C. & Bildea, C-S., Jan 1 2019, Computer Aided Chemical Engineering. Elsevier B.V., p. 1351-1356 6 p. (Computer Aided Chemical Engineering; vol. 46).

Research output: Chapter in Book/Report/Conference proceedingChapter

Acetic acid
Acetic Acid
Water
Distillation
Azeotropes

Approximate Probabilistic Neural Networks with Gated Threshold Logic

Krestinskaya, O. & James Pappachen, A., Jan 24 2019, 18th International Conference on Nanotechnology, NANO 2018. IEEE Computer Society, 8626302. (Proceedings of the IEEE Conference on Nanotechnology; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

threshold logic
Threshold logic
Neural networks
Exponential functions
exponential functions

Aqueous nitrate reduction by kaolinite supported Sn/Pd catalyst

Golagana, S., Hamid, S., Han, S., Lee, G., Babaa, M-R. & Lee, W., 2019, (Submitted) In : Chemosphere.

Research output: Contribution to journalArticle

A review on the conventional, non-conventional, and hybrid micromachining of glass

Jahan, M. P., Perveen, A. & Rumsey, A. M., Mar 4 2019, In : Machining Science and Technology. 23, 2, p. 264-338 75 p.

Research output: Contribution to journalReview article

Micromachining
Glass
Machining
Aerospace industry
Electronics industry
1 Citation (Scopus)
Catalysts
Porous materials
Chemical reactions
Chemical vapor deposition
user research

Assessment of the Seismicity of Peshawar Region in Line with the Historical Data and Modern Building Codes (ASCE-07 & IBC-2006)

Shah, B. A., Sadiq, M. M., Memon, S. & Rehman, S. K. U., Jan 1 2019, In : Journal of Earthquake Engineering.

Research output: Contribution to journalArticle

seismicity
Earthquakes
earthquake
ground motion
seismic zone

Assistive electro discharge machining of ain ceramics

Sarsen, A., Bilal, A., Ravi Sankar, M., Talamona, D. & Perveen, A., Jan 1 2019, Nano Engineering and Materials Technologies III. Umemura, K. (ed.). Trans Tech Publications, p. 109-113 5 p. (Materials Science Forum; vol. 947 MSF).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric discharge machining
machining
Silver
ceramics
coatings
1 Citation (Scopus)

A study to reduce atmospheric emissions of an existing natural gas dehydration plant using multiple thermodynamic models

Torkmahalleh, M., Assanova, Z., Baimaganbetova, M. & Zinetullina, A., Mar 14 2019, In : International Journal of Environmental Science and Technology. 16, 3, p. 1613-1624 12 p.

Research output: Contribution to journalArticle

Natural Gas
natural gas
Regenerators
Dehydration
Thermodynamics
Binary Classification
Discriminant analysis
Discriminant Analysis
Misclassification
Gaussian distribution
Open Access
Binary trees
Field programmable gate arrays (FPGA)
Switches
Topology
Oils and fats

A Theoretical Analysis of the Peaking Phenomenon in Classification

Zollanvari, A., James, A. P. & Sameni, R., Jan 1 2019, In : Journal of Classification.

Research output: Contribution to journalArticle

Discriminant Analysis
Sample Size
Theoretical Analysis
Classifier
Observation

A Theoretical Analysis of the Peaking Phenomenon in Classification

Zollanvari, A., James, A. P. & Sameni, R., Jan 1 2019, In : Journal of Classification.

Research output: Contribution to journalArticle

Discriminant Analysis
Sample Size
Theoretical Analysis
Classifier
Observation