Prof. Dr.Eng. Drs. Benyamin Kusumoputro, M.Eng.

No Title of Publication Journal Name Delete link
1 Improving recognition and generalization capability of back-propagation NN using a self-organized network inspired by immune algorithm (SONIA)
PDF icon 08001.pdf
2 Measurement of red blood cell deformability and its intracellular resistivity using Si3N4 micropore system, Journal of Bio-Medical Enginering BME: Vol 5, No.11, 23 - 31, 1991
T.Moriizumi and B. Kusumoputro, Measurement of red blood cell deformability and its intracellular resistivity using Si3N4 micropore system, Journal of Bio-Medical Enginering BME: Vol 5, No.11, 23 - 31, 1991
3 Frequency domain studies of individual red blood cell intracellular resistivity using a thin membrane tip micropipette, Journal of Med. & Biol. Engineering & Computing, Vol 29, 1068, 1991
B.Kusumoputro, P.J.Abatti and T.Moriizumi, Frequency domain studies of individual red blood cell intracellular resistivity using a thin membrane tip micropipette, Journal of Med. & Biol. Engineering & Computing, Vol 29, 1068, 1991
4 Genetics algorithms in optimization of cylindrical-hidden layer neural network for 3-D object recognition system, Journal of Neural Network World, Vol 10, No. 4, 2000, 631-639
B. Kusumoputro and A. Sulita, Genetics algorithms in optimization of cylindrical-hidden layer neural network for 3-D object recognition system, Journal of Neural Network World, Vol 10, No. 4, 2000, 631-639
5 Fuzzy neuro LVQ and its comparison with fuzzy algorithm LVQ in artificial odor discrimination system, Journal of ISA Transactions, Vol. 41, 395-407, 2002.
B. Kusumoputro, H. Budiarto and W. Jatmiko, Fuzzy neuro LVQ and its comparison with fuzzy algorithm LVQ in artificial odor discrimination system, Journal of ISA Transactions, Vol. 41, 395-407, 2002.
6 Determination of 3-D image viewpoint using modified nearest feature line method in its eigenspace domain, WSEAS Transactions on Computers, Vol. 2, No. 1, 140 – 147, 2003
Lina and B. Kusumoputro, Determination of 3-D image viewpoint using modified nearest feature line method in its eigenspace domain, WSEAS Transactions on Computers, Vol. 2, No. 1, 140 - 147, 2003
7 Development of 3D face databases by using merging and splitting eigenspace models, WSEAS Transactions on Computers, Vol. 2, No. 1, 203 - 209, 2003
B. Kusumoputro and Yudhi Satria, Development of 3D face databases by using merging and splitting eigenspace models, WSEAS Transactions on Computers, Vol. 2, No. 1, 203 - 209, 2003
8 Comparison of hybrid neural systems of Kohonen SOM withback-propagation learning in artificial odor recognition system, WSEAS Transactions on Computers, Vol. 2, No. 1, 175 – 181, 2003
B. Kusumoputro and A. Murni, Comparison of hybrid neural systems of Kohonen SOM withback-propagation learning in artificial odor recognition system, WSEAS Transactions on Computers, Vol. 2, No. 1, 175 - 181, 2003
9 Development of modified feature lines for higher recognition of a 3-D face recognition system, WSEAS Transactions on Systems, Vol. 3, No. 2, 506 - 512, 2004
11. Lina and B. Kusumoputro, Development of modified feature lines for higher recognition of a 3-D face recognition system, WSEAS Transactions on Systems, Vol. 3, No. 2, 506 - 512, 2004
10 Passage time measurement of individual red blood cell through arrayed micropores on Si3N4 membrane, Journal of Biomed. Eng, Vol 13, 503 - 506, 1991
E.Ogura, B.Kusumoputro and T.Moriizumi, Passage time measurement of individual red blood cell through arrayed micropores on Si3N4 membrane, Journal of Biomed. Eng, Vol 13, 503 - 506, 1991
11 Parallel measurement of red blood cell deformability through micropore array system on Si3N4 membrane Journal of IEICE: 89 (139), 35 - 39, 1988
E. Ogura, B.Kusumoputro and T. Moriizumi, Parallel measurement of red blood cell deformability through micropore array system on Si3N4 membrane Journal of IEICE: 89 (139), 35 - 39, 1988
12 Traffic Signal Control Modification Based on Self-Organizing in Indonesia    Wisnu Jatmiko1, A. Arfan, A. A. Krisnadhi, B. Kusumoputro, I. Takagawa, K. Sekiyama,  and T. Fukuda   
PDF icon ben.pdf
Abstract Traffic jam often occurs around the signalized intersection because each takes "stop-and-go cost" to pass through the intersection. Hence, traffic signal control has significant meanings in reducing the traffic jams efficiently. A modification method of traffic signal control management based on self-organizing is introduced. The self-organizing observed in non-linier coupled oscillators is referred to as "synchronization", where oscillators having difference natural frequencies are phase locked with some phase delay as result of their mutual or one-side intersection. Simulation illustrate that the new approach is technically sound, moreover it can be implemented in real situation even in non-structure intersection like in Indonesia.
13 Modified Niche PSO with Flow of Wind for Multiple Odor Source Localization Problems in Dynamic Environments : Simulation and Measurement   Wisnu Jatmiko, R. Efendi, A. Nugraha, B. Kusumoputro1, J. Perkasa, A. Buono2, K. Sekiyama, and T. Fukuda      
PDF icon ben2.pdf
Abstract A new algorithm based on Modified Particle Swarm Optimization (MPSO) which follows a local gradient of the chemical concentration within a plume and follow direction of the wind velocity is investigated. Moreover the niche characteristic also adopted for solving the multi peaks and multi source problems. Simulations illustrate that the new approach can solve Advection-Diffusion odor model problems in such multi peaks and multi source problem. Then the statistical analysis shows that the new approach is technically sounds.
14 A problem on data variability on speaker identification system using Hidden Markov Model, IASTED International Conference on Signal Processing, Pattern Recognition and Application, Innsbruck, Austria, Februari, 2008
A. Buono and B. Kusumoputro, A problem on data variability on speaker identification system using Hidden Markov Model, IASTED International Conference on Signal Processing, Pattern Recognition and Application, Innsbruck, Austria, Februari, 2008
15 An Initialization Scheme fo Fuzzy Neuro LVQfor discriminating Three-Mixture odors, IASTED Proceeding on Artificial Intelligence and Its Application, Inssbruck, Austria, Februari, 2008
B. Kusumoputro and Z. Rustam, An Initialization Scheme fo Fuzzy Neuro LVQfor discriminating Three-Mixture odors, IASTED Proceeding on Artificial Intelligence and Its Application, Inssbruck, Austria, Februari, 2008
16 Higher Order Spectrum Analysis and Neural Networks Classifier for Speaker Identification in Noisy Environment, Proceeding of ICACIA08, Jakarta, September, 2008, pp
B. Kusumoputro, M. I. Fanany, W. Jatmiko and A. Buono, Higher Order Spectrum Analysis and Neural Networks Classifier for Speaker Identification in Noisy Environment, Proceeding of ICACIA08, Jakarta, September, 2008, pp
17 Genetics Algorithm for 2D-MFCC Filter Development in Speaker Identification System Using HMM, Proceeding of ICACIA08, Jakarta, September, 2008, pp  
A. Buono, W. Jatmiko, B. Kusumoputro, Genetics Algorithm for 2D-MFCC Filter Development in Speaker Identification System Using HMM, Proceeding of ICACIA08, Jakarta, September, 2008, pp
18 3D Face Pose Determination using Spline Interpolation and Linear Interpolation, Proceeding of ICACIA08, Jakarta, September, 2008, pp
H R Sanabila, W Jatmiko, B Kusumoputro, 3D Face Pose Determination using Spline Interpolation and Linear Interpolation, Proceeding of ICACIA08, Jakarta, September, 2008, pp
19 Development of 2D Mel-Frequency Cepstrum Coefficients Method for Processing Bispectrum Data as Feature Extraction Technique in Speaker Identification System, Proceeding of ICACIA08, Jakarta, September, 2008, pp
A. Buono, W. Jatmiko, B. Kusumoputro, Development of 2D Mel-Frequency Cepstrum Coefficients Method for Processing Bispectrum Data as Feature Extraction Technique in Speaker Identification System, Proceeding of ICACIA08, Jakarta, September, 2008, pp
20 Mixture odor classification using fuzzy neural network and its optimization through genetic algorithms, WSEAS Transactions on Systems, Vol. 3, No. 2, 426 - 431, 2004
B. Kusumoputro, Mixture odor classification using fuzzy neural network and its optimization through genetic algorithms, WSEAS Transactions on Systems, Vol. 3, No. 2, 426 - 431, 2004
21 Class majority in designing fuzzy local approximation neural networks for overlapping data in pattern classification, International Journal of Fuzzy Systems, 2005.
M. Rahmat Widyanto, K. Kawamoto, B. Kusumoputro and K. Hirota, Class majority in designing fuzzy local approximation neural networks for overlapping data in pattern classification, International Journal of Fuzzy Systems, 2005.
22 Pengembnagan Sistem Pelacak Sumber Gas Artifisial Menggunakan Sensor Semikonduktor TGS-822
PDF icon 08096.pdf
Prosiding Ilmu Komputer dan Teknologi Informasi VOl.3 No.1, Agustus 2002
23 Pengembangan Riset Berkesinambungan: Sistem Penciuman Elektronik Menggunakan Metoda Kecerdasan Komputasional
PDF icon 08088.pdf
Seminar Nasional Aplikasi Teknologi Informasi 2007
24 Pengembangan Model HMM Berbasis Maksimum Lokal Menggunakan Jarad Euclid untuk Sistem Identifikasi Pembicara
PDF icon 08076.pdf
National Conference on Computer Science & Information Technology 2007
25 Kinerja PPN-Teroptimasi Berbasis Algoritma Genetika Dalam Pengenalan Aroma 2 Campuran Prosiding Ilmu Komputer dan Teknologi
PDF icon 08042.pdf
26 Sistem Penciuman Elektronik Menggunakan Algoritma FLVQ dan Analisa Matriks Similaritas untuk Mengenal Aroma Campuran
PDF icon 08040.pdf
Prosiding Ilmu Komputer dan Teknologi Informasi, Vol.3 No.1, Agustus 2002
27 Local gas holdup measurement of a bubble columns using SONIA-ultrasonic non-invase method
PDF icon 08006.pdf
28 Class Majority in Designing Euclidean Fuzzy Local Approximation NN for Overlapping Data in Pattern Classification
PDF icon 08003.pdf
International Journal of Fuzzy Systems, Vol.6 No.4, December, 2004
29 SONIA-Based Decision Neural Network for Preference Assessment with Incomplete Comparisonc
PDF icon 08002.pdf
Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9 No.6, 2005
30 Sistem Penentu Sudut Pandang Wajah Tiga Dimensi Menggunakan Penambahan Garis Ciri DAlam Ruang Eigen dan Metode Perhitungan Jarak Terpendek
PDF icon 08100.pdf
Seminar Nasional Ilmu Komputer dan Teknologi Informasi IV 2003
31 Klasisfikasi Aroma Mutikelas dengan Menggunakan SVM
PDF icon 08102.pdf
Seminar Nasional Ilmu Komputer dan Teknologi Informasi IV 2003
32 SONIA-based decision neural network for preference assessment with incomplete comparisons, Journal of Advanced Computational Intelligence and Intelligent Informatics, 2005
M. Rahmat Widyanto, K. Kawamoto, B. Kusumoputro and K. Hirota, SONIA-based decision neural network for preference assessment with incomplete comparisons, Journal of Advanced Computational Intelligence and Intelligent Informatics, 2005
33 Improving recognition and generalization capability of back-propagation NN using a self-organized network inspired by immune algorithm, Elsevier Science Journal of Applied Soft Computing, 2005
M. Rahmat Widyanto, H. Nobuhara, K. Kawamoto, K. Hirota, and B. Kusumoputro, Improving recognition and generalization capability of back-propagation NN using a self-organized network inspired by immune algorithm, Elsevier Science Journal of Applied Soft Computing, 2005
34 Modified nearest feature line method in a 3-D face recognition system for a large number of object classes, WSEAS Transaction on Circuits and Systems, Vol.4 No.4, 338-344, 2005
Lina, B. Kusumoputro and H. Murase, Modified nearest feature line method in a 3-D face recognition system for a large number of object classes, WSEAS Transaction on Circuits and Systems, Vol.4 No.4, 338-344, 2005
35 1 Structural and smoothing parameter optimization of probabilistic neural network through evolutionary computation and its usage in odor recognition system, WSEAS Transaction on Computers, Vol.6, No. 4, 609-614, 2005
B. Kusumoputro and Herry, Structural and smoothing parameter optimization of probabilistic neural network through evolutionary computation and its usage in odor recognition system, WSEAS Transaction on Computers, Vol.6, No. 4, 609-614, 2005
36 A fuzzy-similarity-based self-organized network inspired by imune algorithms for three-mixture-fragrance recognition, IEEE Trans. on Industrial Electronics, Vol 53, No.1, 313 – 321, Jan, 2006  
M.R. Widyanto, B. Kusumoputro, H. Nobuhara,K. Kawamoto and K. Hirota, 'A fuzzy-similarity-based self-organized network inspired by imune algorithms for three-mixture-fragrance recognition, IEEE Trans. on Industrial Electronics, Vol 53, No.1, 313 - 321, Jan, 2006
37 Artificial odor recognition system using multiple quartz resonator sensors and various neural networks for recognizing fragrance mixtures, IEEE Sensors Journal Vol. 6, No. 1, 223 – 233, Jan, 2006
W.Jatmiko, T. Fukuda, F. Arai and B. Kusumoputro, ' Artificial odor recognition system using multiple quartz resonator sensors and various neural networks for recognizing fragrance mixtures, IEEE Sensors Journal Vol. 6, No. 1, 223 - 233, Jan, 2006
38 Recognizing odor mixtures using optimized fuzzy-neural network through genetic algorithms, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9, No.3, 290-296, 2005
B. Kusumoputro and Teguh P.Arsyad, Recognizing odor mixtures using optimized fuzzy-neural network through genetic algorithms, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9, No.3, 290-296, 2005
39 Modified PSO algorithms based in flow of wind for odor source localization problems in dynamic environments
W. Jatmiko, B. Kusumoputro, K. Sekiyama and T.Fukuda, 'Modified PSO algorithms based in flow of wind for odor source localization problems in dynamic environments', WSEAS Trans on Systems, Vol. 7, Issue 3. March 2008
40     Probabalistic Neural Network on Higher Order Spectrum Classification Ivan Fanany, Adi Triyanto, Nurul Hidayat, Benyamin Kusumoputro Faculty of Computer Science, University of Indonesia PROCEEDINGS OF THE 9TH SCIENTIFIC MEETING TEMU ILMIAH TI-IX PPI 2000   ISSN 0918-7685pp. 298-301
PDF icon benyamin.pdf
PROCEEDINGS OF THE 9TH SCIENTIFIC MEETING TEMU ILMIAH TI-IX PPI 2000 ISSN 0918-7685pp. 298-301