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1

SIMILARITY-BASED RETRIEVAL WITH STRUCTURE-SENSITIVE SPARSE BINARY DISTRIBUTED REPRESENTATIONS

Dmitri A. Rachkovskij, Serge V. Slipchenko

Journal:

Computational Intelligence

Year:

2012

Language:

english

File:

PDF, 1.01 MB

english, 2012

2

Index Structures for Fast Similarity Search for Binary Vectors

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2017

Language:

english

File:

PDF, 229 KB

english, 2017

3

Heat exchange in short microtubes and micro heat exchangers with low hydraulic losses

D. A. Rachkovskij, E. M. Kussul, S. A. Talayev

Journal:

Microsystem Technologies

Year:

1998

Language:

english

File:

PDF, 312 KB

english, 1998

4

Classification and Recall With Binary Hyperdimensional Computing: Tradeoffs in Choice of Density and Mapping Characteristics

Kleyko, Denis, Rahimi, Abbas, Rachkovskij, Dmitri A., Osipov, Evgeny, Rabaey, Jan M.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 6.07 MB

english, 2018

5

Index Structures for Fast Similarity Search for Real Vectors. II*

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2018

Language:

english

File:

PDF, 170 KB

english, 2018

6

Binding and Normalization of Binary Sparse Distributed Representations by Context-Dependent Thinning

Rachkovskij, Dmitri A., Kussul, Ernst M.

Journal:

Neural Computation

Year:

2001

File:

PDF, 2.64 MB

2001

7

Estimation of Vectors Similarity by Their Randomized Binary Projections

D. A. Rachkovskij

Journal:

Cybernetics and Systems Analysis

Year:

2015

Language:

english

File:

PDF, 332 KB

english, 2015

8

Modification of Holographic Graph Neuron Using Sparse Distributed Representations

Kleyko, Denis, Osipov, Evgeny, Rachkovskij, Dmitri A.

Journal:

Procedia Computer Science

Year:

2016

Language:

english

File:

PDF, 269 KB

english, 2016

9

Index Structures for Fast Similarity Search for Real-Valued Vectors. I

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2018

Language:

english

File:

PDF, 179 KB

english, 2018

10

[IEEE ICNN '98 - International Conference on Neural Networks - Anchorage, AK, USA (4-9 May 1998)] 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227) - On possible ACD application for optimization of cutting and assembly in mechanical engineering

Kussul, E.M., Rachkovskij, D.A., Kasatkina, L.M., Kussul, N.N., Wunsch, D.C.

Year:

1998

Language:

english

File:

PDF, 302 KB

english, 1998

11

Some approaches to analogical mapping with structure-sensitive distributed representations

Rachkovskij, Dmitri A.

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

2004

Language:

english

File:

PDF, 212 KB

english, 2004

12

[IEEE International Conference on Neural Networks - Washington, DC, USA (10-16 July 1999)] IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339) - The random subspace coarse coding scheme for real-valued vectors

Kussul, E., Rachkovskij, D., Wunsch, D.

Year:

1999

Language:

english

File:

PDF, 520 KB

english, 1999

13

Real-Valued Embeddings and Sketches for Fast Distance and Similarity Estimation

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2016

Language:

english

File:

PDF, 241 KB

english, 2016

14

A randomized method for solving discrete ill-posed problems

D. A. Rachkovskij, E. G. Revunova

Journal:

Cybernetics and Systems Analysis

Year:

2012

Language:

english

File:

PDF, 423 KB

english, 2012

15

Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings

Alexander Goltsev, Dmitri Rachkovskij

Journal:

Pattern Recognition

Year:

2005

Language:

english

File:

PDF, 208 KB

english, 2005

16

[IEEE The Second International Symposium on Neuroinformatics and Neurocomputers - Rostov on Don, Russia (20-23 Sept. 1995)] The Second International Symposium on Neuroinformatics and Neurocomputers - Application of neural network classifiers for the OCR of printed texts

Kussul, E.M., Baidyk, T.N., Rachkovskij, D.A.

Year:

1995

Language:

english

File:

PDF, 84 KB

english, 1995

17

DataGen: a generator of datasets for evaluation of classification algorithms

Dmitri A. Rachkovskij, Ernst M. Kussul

Journal:

Pattern Recognition Letters

Year:

1998

Language:

english

File:

PDF, 1.86 MB

english, 1998

18

Vector Data Transformation Using Random Binary Matrices

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2014

Language:

english

File:

PDF, 180 KB

english, 2014

19

Distance-Based Index Structures for Fast Similarity Search

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2017

Language:

english

File:

PDF, 213 KB

english, 2017

20

[Nanyang Technol. Univ 9th International Conference on Neural Information Processing - Singapore (18-22 Nov. 2002)] Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. - On information characteristics of sparsely encoded binary auto-associative memory

Frolov, A., Rachkovskij, D., Husek, D.

Year:

2002

Language:

english

File:

PDF, 316 KB

english, 2002

21

A RECURRENT NEURAL NETWORK FOR PARTITIONING OF HAND DRAWN CHARACTERS INTO STROKES OF DIFFERENT ORIENTATIONS

GOLTSEV, ALEXANDER, RACHKOVSKIJ, DMITRI

Journal:

International Journal of Neural Systems

Year:

2001

Language:

english

File:

PDF, 270 KB

english, 2001

22

Fast Similarity Search for Graphs by Edit Distance

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2019

File:

PDF, 151 KB

2019

23

Micromechanical engineering: a basis for the low-cost manufacturing of mechanical microdevices using microequipment

Kussul, Ernst M, Rachkovskij, Dmitri A, Baidyk, Tatyana N, Talayev, Semion A

Journal:

Journal of Micromechanics and Microengineering

Year:

1996

Language:

english

File:

PDF, 354 KB

english, 1996

24

Formation of Similarity-Reflecting Binary Vectors with Random Binary Projections

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2015

Language:

english

File:

PDF, 249 KB

english, 2015

25

Randomized projective methods for the construction of binary sparse vector representations

D. A. Rachkovskij, I. S. Misuno, S. V. Slipchenko

Journal:

Cybernetics and Systems Analysis

Year:

2012

Language:

english

File:

PDF, 419 KB

english, 2012

26

Representation and processing of structures with binary sparse distributed codes

Rachkovskij, D.A.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2001

Language:

english

File:

PDF, 565 KB

english, 2001

27

Building a world model with structure-sensitive sparse binary distributed representations

Rachkovskij, Dmitri A., Kussul, Ernst M., Baidyk, Tatiana N.

Journal:

Biologically Inspired Cognitive Architectures

Year:

2013

Language:

english

File:

PDF, 1.14 MB

english, 2013

28

[IEEE ICNN '98 - International Conference on Neural Networks - Anchorage, AK, USA (4-9 May 1998)] 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227) - Application of random threshold neural networks for diagnostics of micro machine tool condition

Kussul, E.M., Kasatkina, L.M., Rachkovskij, D.A., Wunsch, D.C.

Year:

1998

Language:

english

File:

PDF, 471 KB

english, 1998

29

Binary Vectors for Fast Distance and Similarity Estimation

Rachkovskij, D. A.

Journal:

Cybernetics and Systems Analysis

Year:

2017

Language:

english

File:

PDF, 223 KB

english, 2017

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