CHRISTOPHER PINEDA MONTEROLA, PhD - The UP College of ...

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LIST OF RESEARCH PUBLICATIONS Authorship of an original scientific publication in refereed journals International Refereed (ISI) Articles published (total = 18, citations =31, h-index =3) 1) C. Monterola, R. Roxas, and S.L. Carreon-Monterola, "Characterizing the Effect of Seating Arrangement on Classroom Learning Using Neural Networks," Complexity Journal (In press 2008, doi:10.1002/cplx.20237) 2) E.F. Legara, C. Monterola, D.E. Juanico, M. Litong-Palima and C. Saloma, "Earning Potential in Multilevel Marketing Enterprises," Physica A (In press 2008, doi:10.1016/j.physa.2008.04.009). 3) G. Esleta & C. Monterola, “Structural reinforcement in a spring-block model of stress-induced fracture propagation”, Comp. Phys. Communications 178, 635 (2008). 4) D.E. Juanico & C. Monterola, Background activity drives criticality of neuronal avalanches, Journal of Physics A, 40, 9297-9309 (2007). 5) D.E. Juanico, C. Monterola and C. Saloma, “Dissipative self-organized branching in a dynamic population”, Phys. Rev. E - Rap. Comm. 75, 045105 (2007). 6) D.E. Juanico, C. Monterola and C. Saloma, “Self-organised critical branching in systems that violate conservation laws”, New Journal of Physics 9, 92 (2007). 7) D.E. Juanico, C. Monterola and C. Saloma, “Cluster formation by allelomimesis in real-world complex adaptive systems,” Phys. Rev. E 71, 041905 (2005). 8) C. Monterola and M. Zapotocky, “Noise-Enhanced categorization in a recurrently reconnected neural network,” Phys. Rev. E 71, 036134 (2005). 9) M. Quito, C. Monterola, and C. Saloma, "Memory and a priori best strategy in complex adaptive systems," Complexity 9, 41 (2004). 10) C. Monterola and C. Saloma, "Solving the nonlinear Schrodinger equation : Estimation of error in solution," Opt. Comm. 222, 331 (2003). 11) D. E. Juanico, C. Monterola and C. Saloma, “Allelomimesis as a generic clustering mechanism for interacting agents,” Physica A 320, 590 (2003). 12) C. Monterola and C. Saloma, “Noise-driven manifestation of learning in mature neural networks", Phys. Rev. Lett. 89, 188102 (2002). 13) C. Monterola, et al, "Feasibility of a neural network as classifier of undecided respondents in a public opinion survey", Intl. J. of Pub. Opin. Res. 14, 22 (2002). 14) J. Bantang, M. Lim, C. Monterola and C. Saloma, “Gravity-assisted segregation of granular materials of equal mass and size”, Phys. Rev. E 66, 041306 (2002). 15) C. Monterola, M Lim, J. Garcia and C. Saloma, "Accurate forecasting of undecided population in a public opinion poll", J. of Forecasting 21, 435 (2002). 16) C. Monterola and C. Saloma, “Solving the nonlinear Schrödinger equation with an unsupervised neural network”, Opt. Express 9, 72 (2001). 17) M. Quito Jr., C. Monterola and C. Saloma, “ Solving N- Body problems with neural networks,” Phys. Rev. Lett. 86, 4741 (2001). 18) C. Monterola and C. Saloma, “Characterizing the dynamics of constrained physical systems with neural network,” Phys. Rev. E – Rap. Comm. 57, 1247 (1998). International Conference Proceedings (total = 4) 1) C. Monterola, D.E. Juanico and C. Saloma “ Noise in neural systems: theory and experiments”, Stochastic and Quantum Processes in Biological Systems (Jagna, Bohol, Philippines), also appearing in the Proceedings of the American Institute of Physics (2007). 2) C. Monterola and M. Zapotocky “The beneficial role of noise and recurrence in Neural Networks”, Proc. of the European Conference on Mathematical and Theoretical Biology (July 2005, Dresden, Germany). 3) C. Monterola and M. Zapotocky “Noise-Enhanced categorization in a recurrently reconnected neural network”, Proc. of the 5th Intl Conf. on Biological Physics (August 2004, Gothenburg, Sweden). 4) C. Monterola, M. Lim, J. Garcia and C. Saloma, “Accurate Forecasting of the Undecided Population in a Public Opinion Poll using Neural Networks”, Proc. of the Intl Symp. of Forecasting (June 2001, Pine Mountain, Atlanta, Georgia). National Refereed Proceedings (total = 54) 1) R. M. Roxas, C. Monterola, S. Carreon-Monterola, Effect of aptitude heterogeneity on interactive classroom learning, Proceedings of the 25 th National Physics Congress (2007). 2) L.E. Venturina, J. Tugaff, C. Monterola, What makes a platinum record? Analysis of successful OPM songs, Proceedings of the 25 th National Physics Congress (2007). 3) A. Longjas, R. Batac, D.E. Juanico and C. Monterola, Experimental verification of a Dissipative Self-Organized Sandpile, Proceedings of the 25 th National Physics Congress (2007). 4) G.A. Esleta, C. Monterola, Structural reinforcement in a spring-block model of stress-induced fracture propagation, Proceedings of the 25 th National Physics Congress (2007). 5) J. F. Valenzuela, C. Monterola, Granular mixing of bidisperse granular matter under different temperature baths, Proceedings of the 25 th National Physics Congress (2007). 6) E.F. Legara, D.E. Juanico, C. Monterola, C. Saloma Growth and robustness of multilevel marketing company, Proceedings of the 25 th National Physics Congress (2007). 7) R. Batac, M. Pastor, M. Arciaga, J. Bantang, and C. Monterola, Kinks, logarithmic tails, and vertical slopes in quasi-static binary granular mixtures, Proceedings of the 25 th National Physics Congress (2007). 8) M. Arciaga, M. Pastor, R. Batac, J. Bantang, and C. Monterola, Continuum model for the critical angle of dry bi-disperse granular materials, Proceedings of the 25 th National Physics Congress (2007). 9) J. Tugaff, E. Legara, C. Monterola, C. David, Feasibility of a Cellular Phone-based Survey, Proceedings of the 25 th National Physics Congress (2007).
10) C. Monterola, S.C. Monterola, R. Roxas, Characterizing the Propagation of Information in a Classroom Using Neural Networks, Proceedings of the 24 th National Physics Congress (2006). 11) D.E. Juanico, C. Monterola, Criticality of a nonconservative self-organized branching process in a stochastically dynamic population, Proceedings of the 24 th National Physics Congress (2006). 12) M. Pulido, C. Monterola, M.L. Palima, C. Saloma, Information Propagation within Complex Networks, 2006. 13) J. Cabatbat, G. Tapang, C. Monterola, D. Mancenido, Robustness of Meaning and Readability in Written Syntactic Networks, Proceedings of the 24 th National Physics Congress (2006). 14) E. Legara, C. Monterola, M. Palima, C. Saloma, Preferential Attachment Model of Multilevel Marketing, Proceedings of the 24 th National Physics Congress (2006). 15) G. Esleta, C. Monterola, G. Tapang, Dynamical Model of Tearing for Woven Fabrics, Proceedings of the 24 th National Physics Congress (2006). 16) A. Longjas, C. Monterola, M.L. Palima, J. Bantang, , Jamming of Mixed and Homogenous Hard Spheres in a Two -Dimensional Hopper, Proceedings of the 24 th National Physics Congress (2006). 17) G. Esleta, C. Monterola, G. Tapang, Tear Propagation Model of Woven Fabrics, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 18) A. Longjas, C. Monterola, M.L. Palima, C. Saloma, Jamming of Mixed and Homogenous Hard Spheres in a 19) Two-Dimensional Hopper, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 20) D.E. Juanico, C. Monterola, C. Saloma, Criticality of a dissipative self-organized branching process 21) in a dynamic population, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 22) E. Legara, C. Monterola, M. Palima, C. Saloma, Dynamical Model and Strategies for Network Marketing, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 23) M. Pulido, C. Monterola, M.L. Palima, C. Saloma, Rumor Propagation within Static and Dynamic Networks, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 24) C. Monterola, C. Saloma, Solving Differential Equations Using Neural Networks:Theories and Applications 25) Christopher Monterola, Proceedings of the Symposium on the Mathematical Aspects of Computer Science (2006). 26) C. Monterola and M. Zapotocky, “Interplay of Noise and Recurrence Enhances Spatial Categorization in Neural Networks,” Proceedings of the 23 th National Physics Congress (2005). 27) M. Pulido, C. Monterola, & C. Saloma, “Investigation of Fundamental Cycles of Economic Activity and Rebate Time in a Closed Winner-Take- All System,” Proceedings of the 21 st National Physics Congress, 277 - 280 (2003). 28) J. Soriano, J. Bantang, M. Lim, C. Monterola, M. Palima , & C. Saloma, “Effects of Express Lanes in the Dynamics of Supermarket Teller Service,” Proceedings of the 21 st National Physics Congress, 438 - 441 (2003). 29) C. Monterola & C. Saloma, “Dynamics of Wealth Redistribution ”, Proceedings of the 20 th National Physics Congress (2002). 30) M. T. Pulido, C. Monterola & C. Saloma, “Wealth Distribution for Different Cooperation Strategies”, Proceedings of the 20 th National Physics Congress (2002). 31) T. Travers, C. Monterola, C. Palmes-Saloma, & C. Saloma, “Prediction of Protein Secondary Structure Using Two-Layered Neural Networks”, Proceedings of the 20 th National Physics Congress (2002). 32) M. Quito Jr., C. Monterola & C. Saloma, “Microscopic Dynamics in Non-Competitive Complex Adaptive Systems”, Proceedings of the 20 th National Physics Congress (2002). 33) D. Juanico, C. Monterola, & C. Saloma, “Allelomimesis: Power-laws in social cluster formation” , Proceedings of the 20 th National Physics Congress (2002). 34) M. Marfil, P. Castro, J. Bantang, M. Lim, C. Monterola & C. Saloma, “Delay Strategies in a Competitive Transportation System”, Proceedings of the 20 th National Physics Congress (2002). 35) P. Castro, J. Bantang, M. Lim, C. Monterola & C. Saloma, “New Statistical Model for Foreign Exchange Dynamics”, Proceedings of the 20 th National Physics Congress (2002). 36) P. Castro, M. Lim, C. Monterola & C. Saloma, “Cost of Dealing in a Foreign Exchange Market”, Proceedings of the 20 th National Physics Congress (2002). 37) C. Monterola & C. Saloma, "Noise Aided Signal Detection in Neural Networks", Proceedings of the 19 h National Physics Congress (2001). 38) J. Bantang, M. Lim, C. Monterola, & C.A. Saloma, "A numerical Approach in the Dynamical Segregation of Granular Material through a pipe", Proceedings of the 19 h National Physics Congress (2001). 39) M. Quito Jr., C. Monterola & C. Saloma, “Walking Ant in the Rain” Model: Microscopic Complexity in a General Decision-Based System", Proceedings of the 19 th National Physics Congress (2001). 40) D. Juanico, C. Monterola, & C. Saloma , "Onset of Small–World Behavior in Topologically Evolving Networks", Proceedings of the 19 th National Physics Congress (2001). 41) P.A. Castro, J. Bantang, M. Lim, C. Monterola, J. Garcia, & C. Saloma , "Investigation of the Characteristics of Foreign Exchange", Proceedings of the 19 th National Physics Congress (2001). 42) C. Monterola & C. Saloma, “Accuracy of a Neural Network Differential Equation Solver”, Proceedings of the 18 th National Physics Congress (2000). 43) C. Monterola, M. Lim, J. Garcia & C. Saloma, “Forecasting the Dynamics of the Undecided Population in a Public Opinion Poll: A Neural Networks` Approach”, Proceedings of the 18 th National Physics Congress (2001). 44) M. Quito, C. Monterola & C. Saloma, “Solving the N-body Gravitational Problem by Neural Networks”, Proceedings of the 18 h National Physics Congress (2000). 45) D.E. Juanico, C. Monterola & C. Saloma, “Learning Capability of a Bifurcated Neural Network”, Proceedings of the 18 th National Physics Congress (2000). 46) C. Monterola & C. Saloma, “How Accurate can a Neural Networks solve Differential Equations?”, Proceedings of the Annual meeting and Symposium of the Philippine-American Association of Science and Engineering (PAASE), (2000). 47) C. Monterola & C. Saloma, “Can You Always Win in a Billiard Game?”, Proceedings of the 17 th National Physics Congress (1999). 48) C. Monterola & C. Saloma, “ Solving Nonlinear Differential Equations Using Neural Networks”, Proceedings of MODEL 1999 (1999). 49) C. Monterola & C. Saloma, “Solving Complex Differential Equations using Unsupervised Neural Network,” Proceedings of the 16 th National Physics Congress (1998). 50) C. Monterola & C. Saloma, “Solving the Nonlinear Schroedinger Equation by Neural Networks,” Proceedings of the 15 th National Physics Congress (1997). 51) C. Monterola & C. Saloma, “ Characterizing the Dynamics of Complex Interacting Systems with Unsupervised Neural Network,” Proceedings of the 1997 National Symposium on the Mathematical Aspects of Computer Science (1997). 52) C. Monterola & C. Saloma, “Modeling Complex Systems with Unsupervised Lagrangian Neural Networks,” Proceedings of the 14 th National Physics Congress (1996). 53) C. Monterola & C. Saloma, “Learning and Generalization in Neural Networks with Diffusion -Limited Architectures,” Proceedings of the 13 th National Physics Congress. (1995). 54) M.G. Bato, D.E. Juanico, C.P. Monterola, “Scaling of Wealth Distribution in a winner-take-all Economic Game” , Proceedings of the 24 th National Physics Congress. (2006).
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