Venkat Venkatasubramanian

According to our database1, Venkat Venkatasubramanian authored at least 48 papers between 1986 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Robust and efficient swarm communication topologies for hostile environments.
Swarm Evol. Comput., 2021

Comput. Chem. Eng., 2021

Process systems engineering - <i>The generation next?</i>.
Comput. Chem. Eng., 2021

Hidden representations in deep neural networks: Part 1. Classification problems.
Comput. Chem. Eng., 2020

Hidden representations in deep neural networks: Part 2. Regression problems.
Comput. Chem. Eng., 2020

Mechanism discovery and model identification using genetic feature extraction and statistical testing.
Comput. Chem. Eng., 2020

A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model.
IEEE Trans. Comput. Soc. Syst., 2019

Control of complex sociotechnical systems: Importance of causal models and game theory.
Comput. Chem. Eng., 2019

A hierarchical approach for causal modeling of process systems.
Comput. Chem. Eng., 2019

Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective.
IEEE Trans. Comput. Soc. Syst., 2018

Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection.
Comput. Chem. Eng., 2017

Generalized shape constrained spline fitting for qualitative analysis of trends.
Comput. Chem. Eng., 2013

Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system.
Comput. Chem. Eng., 2011

Computers & Chemical Engineering: Best paper of 2009.
Comput. Chem. Eng., 2011

An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles.
Comput. Chem. Eng., 2011

Learning patterns in combinatorial protein libraries by Support Vector Machines.
Comput. Chem. Eng., 2011

Fairness Is an Emergent Self-Organized Property of the Free Market for Labor.
Entropy, 2010

A framework for on-line trend extraction and fault diagnosis.
Eng. Appl. Artif. Intell., 2010

Comput. Chem. Eng., 2010

An ontological framework for automated regulatory compliance in pharmaceutical manufacturing.
Comput. Chem. Eng., 2010

Providing Scalable Data Services in Ubiquitous Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions.
Entropy, 2009

Breeding Diameter-Optimal Topologies for Distributed Indexes.
Complex Syst., 2009

Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering.
Comput. Chem. Eng., 2009

Editorial note.
Comput. Chem. Eng., 2009

Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints.
Proceedings of the IEEE International Conference on Systems, 2009

Engineering research center for structured organic particulate synthesis (ERC-SOPS).
Proceedings of the American Control Conference, 2009

Preface - Reklaitis 65th birthday special issue.
Comput. Chem. Eng., 2008

A domain-specific compiler theory based framework for automated reaction network generation.
Comput. Chem. Eng., 2008

High fidelity mathematical model building with experimental data: A Bayesian approach.
Comput. Chem. Eng., 2008

Rule-Based Classification Systems for Informatics.
Proceedings of the Fourth International Conference on e-Science, 2008

Fault diagnosis using dynamic trend analysis: A review and recent developments.
Eng. Appl. Artif. Intell., 2007

A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives.
Complex., 2007

Pharmaceutical Informatics and the Pathway to Personalized Medicines.
Proceedings of the Computational Science, 2007

Ontological informatics infrastructure for pharmaceutical product development and manufacturing.
Comput. Chem. Eng., 2006

A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective.
Comput. Chem. Eng., 2006

Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities.
Comput. Chem. Eng., 2005

Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets.
Eng. Appl. Artif. Intell., 2004

Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws
CoRR, 2004

Spontaneous emergence of complex optimal networks through evolutionary adaptation.
Comput. Chem. Eng., 2004

A hybrid genetic algorithm for efficient parameter estimation of large kinetic models.
Comput. Chem. Eng., 2004

A review of process fault detection and diagnosis: Part I: Quantitative model-based methods.
Comput. Chem. Eng., 2003

A review of process fault detection and diagnosis: Part III: Process history based methods.
Comput. Chem. Eng., 2003

A review of process fault detection and diagnosis: Part II: Qualitative models and search strategies.
Comput. Chem. Eng., 2003

Fuzzy-logic based trend classification for fault diagnosis of chemical processes.
Comput. Chem. Eng., 2003

Parametric Sensitivity and Search-Space Characterization Studies of Genetic Algorithms for Computer-Aided Polymer Design.
J. Chem. Inf. Comput. Sci., 1998

Evolutionary Design of Molecules with Desired Properties Using the Genetic Algorithm.
J. Chem. Inf. Comput. Sci., 1995

A blackboard architecture for plastics design.
Artif. Intell. Eng., 1986