183 citations · 509 across the 28 of their papers we have counts for
8 papers · 1 filter
Incorporating Domain Knowledge into Deep Neural Networks
Tirtharaj Dash, Sharad Chitlangia, Aditya Ahuja +1
We present a survey of ways in which domain-knowledge has been included when constructing models with neural networks. The inclusion of domain-knowledge is of special interest not…
Performance evaluation of deep neural networks for forecasting time-series with multiple structural breaks and high volatility
Rohit Kaushik, Shikhar Jain, Siddhant Jain +1
The problem of automatic and accurate forecasting of time-series data has always been an interesting challenge for the machine learning and forecasting community. A majority of the…
Reliable Evaluation of Neural Network for Multiclass Classification of Real-world Data
Siddharth Dinesh, Tirtharaj Dash
This paper presents a systematic evaluation of Neural Network (NN) for classification of real-world data. In the field of machine learning, it is often seen that a single parameter…
A Fuzzy MLP Approach for Non-linear Pattern Classification
Tirtharaj Dash, H. S. Behera
In case of decision making problems, classification of pattern is a complex and crucial task. Pattern classification using multilayer perceptron (MLP) trained with back propagation…
Non-Correlated Character Recognition using Artificial Neural Network
Tirtharaj Dash, Tanistha Nayak
This paper investigates a method of Handwritten English Character Recognition using Artificial Neural Network (ANN). This work has been done in offline Environment for non correlat…
Solution to Quadratic Equation Using Genetic Algorithm
Tanistha Nayak, Tirtharaj Dash
Solving Quadratic equation is one of the intrinsic interests as it is the simplest nonlinear equations. A novel approach for solving Quadratic Equation based on Genetic Algorithms…
English Character Recognition using Artificial Neural Network
Tirtharaj Dash, Tanistha Nayak
This work focuses on development of a Offline Hand Written English Character Recognition algorithm based on Artificial Neural Network (ANN). The ANN implemented in this work has si…
Time Efficient Approach To Offline Hand Written Character Recognition Using Associative Memory Net
Tirtharaj Dash
In this paper, an efficient Offline Hand Written Character Recognition algorithm is proposed based on Associative Memory Net (AMN). The AMN used in this work is basically auto asso…