Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work,  extend the sequential multitask learning model called Resource Allocating Network for Multi-Task Pattern Recognition (RAN-MTPR) by introducing the following new learning functions: multi-label recognition, semi-supervised task learning and active learning. The extended RAN-MTPR can learn a training data with multiple class labels, can handle a semi-supervised setting for task learning, and can actively request class labels for unsure inputs.  evaluate the performance of the extended RAN-MTPR, and  know that the above three functions work ll to enhance the generalization performance for pattern recognition problems.
['Tomoyasu Takata', 'Daisuke Higuchi', 'Seiichi Ozawa']
I am writing a research paper on a idea A sequential multitask learning algorithm for pattern recognition
[{"from": "human", "value": "I am writing a research paper on a idea A sequential multitask learning algorithm for pattern recognition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work,  extend the sequential multitask learning model called Resource Allocating Network for Multi-Task Pattern Recognition (RAN-MTPR) by introducing the following new learning functions: multi-label recognition, semi-supervised task learning and active learning. The extended RAN-MTPR can learn a training data with multiple class labels, can handle a semi-supervised setting for task learning, and can actively request class labels for unsure inputs.  evaluate the performance of the extended RAN-MTPR, and  know that the above three functions work ll to enhance the generalization performance for pattern recognition problems."}]