Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In aligning two sequences, dynamic time warping (DTW) is the ll-known dynamic programming algorithm. Hover, DTW can be sensitive to noise samples that may affect alignment of other relevant samples. In this article,  propose a novel approach to sequence alignment by treating it as a regression coding optimization problem, a task to predict one sequence from another. With some mild relaxation DTW can be seen as a special case of our approach while  provide more flexible and informative interpretation. Experimental results on both synthetic and real-world datasets show that our method can yield more accurate alignment than existing approaches.
['Minyoung Kim']
I am writing a research paper on a idea Sequence Alignment by Regression Coding
[{"from": "human", "value": "I am writing a research paper on a idea Sequence Alignment by Regression Coding"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In aligning two sequences, dynamic time warping (DTW) is the ll-known dynamic programming algorithm. Hover, DTW can be sensitive to noise samples that may affect alignment of other relevant samples. In this article,  propose a novel approach to sequence alignment by treating it as a regression coding optimization problem, a task to predict one sequence from another. With some mild relaxation DTW can be seen as a special case of our approach while  provide more flexible and informative interpretation. Experimental results on both synthetic and real-world datasets show that our method can yield more accurate alignment than existing approaches."}]