Search Results - "2017 International Conference on Computational Intelligence in Data Science(ICCIDS)"

A statistical approach to predict flight delay using gradient boosted decision tree by Manna, Suvojit, Biswas, Sanket, Kundu, Riyanka, Rakshit, Somnath, Gupta, Priti, Barman, Subhas

“…Supervised machine learning algorithms have been used extensively in different domains of machine learning like pattern recognition, data mining and machine…”
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Camera2Caption: A real-time image caption generator by Mathur, Pranay, Gill, Aman, Yadav, Aayush, Mishra, Anurag, Bansode, Nand Kumar

“…The recent advances in Deep Learning based Machine Translation and Computer Vision have led to excellent Image Captioning models using advanced techniques like…”
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Handwritten digit recognition using hoeffding tree, decision tree and random forests - A comparative approach by Lavanya, K., Bajaj, Shaurya, Tank, Prateek, Jain, Shashwat

“…The field of image computing incorporates the crucial subject of character recognition which is gaining significant importance and extensive research in the…”
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A statistical machine learning approach to yield curve forecasting by Sambasivan, Rajiv, Das, Sourish

“…Yield curve forecasting is an important problem in finance. In this work we explore the use of Gaussian Processes in conjunction with a dynamic modeling…”
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Feature selection and classification in gene expression cancer data by Pavithra, D., Lakshmanan, B.

“…Gene Expression data comprising more number genes and samples are used for cancer classification. Gene Expression information provides the gene expression…”
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Fire-fighting robot by Suresh, Jayanth

“…With the advent of technology, humans are replaced with robots in life-threatening situations. We aim to design a robot capable of detecting and suppressing…”
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Distribution transformer monitoring system using Internet of Things (IoT) by Pawar, Rohit R., Wagh, Priyanka A., Deosarkar, S. B.

“…Transformers are used for electricity distribution and transmission which reduces the primary voltage to the utilization voltage for customer use. As…”
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Modelling a stable classifier for handling large scale data with noise and imbalance by Somasundaram, Akila, Reddy, U. Srinivasulu

“…Classifier performance is often impaired by the presence of anomalies like noisy and borderlines samples, and due to the inherent imbalance in data. This is…”
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Aspects based opinion mining from online reviews for product recommendation by Sangeetha, T., Balaganesh, N., Muneeswaran, K.

“…With rapid development of E-commerce, nowadays more users preferred to purchase the product from on-line. To increase consumer satisfaction and on-line…”
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Feature extraction and selection with optimization technique for brain tumor detection from MR images by Bahadure, Nilesh B., Ray, Arun Kumar, Thethi, Har Pal

“…Brain tumor detection and extraction within the time frame to offer better healthcare is vital and very important, but a time-consuming task performed by…”
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Ontology based context aware model by Malik, Sonika, Jain, Sarika

“…Top-Down approach is followed while developing a Context Model which means first application and then its functionality will be defined. Once this is setup,…”
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Survey of machine learning methods for big data applications by Vinothini, A., Priya, S. Baghavathi

“…The most unwaveringly heard fanciful word in today's digital world is "Big Data". It is arriving from multiple sources at an alarming velocity, volume and…”
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RC4 in Hadoop security using MapReduce by Jayan, Anandu, Upadhyay, Bhargavi R.

“…The advances in cloud computing, increased our dependency on the cloud. A huge necessity was introduced in the secure storage of big data. The major role of…”
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Twitter-user recommender system using tweets: A content-based approach by Nidhi, R. H., Annappa, B.

“…With the advent of the internet into our everyday lives, online social networks such as Facebook and Twitter have taken up a major role in networking,…”
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IT service management automation and its impact to IT industry by Krishnan, Gopinath, Ravindran, Vinod

“…Organizations and businesses are rapidly shifting from goods-based economy to service-oriented economy [1]. This has led to the increased focus to IT service…”
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Discriminating real from fake smile using convolution neural network by Kumar, G. A. Rajesh, Kumar, Ravi Kant, Sanyal, Goutam

“…In our society, sometime we hide our genuine feeling and emotion and purposely express different emotion in front of our surrounding folks. But as it's not…”
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A machine learning application for epileptic seizure detection by Anugraha, Ayappan, Vinotha, Elangovan, Anusha, Rangarajan, Giridhar, Sadagopan, Narasimhan, K.

“…Electroencephalography can be treated as an electrophysiological method that can be used to monitor the electrical activity of the brain. Having EEG signal as…”
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Rule based anaphora resolution in Hindi by Singla, Deepakshi, Kumar, Parteek

“…Handling of human languages, especially written texts, requires analysis and implementation at different linguistic levels such as morphological analysis,…”
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Comparative study of recommender systems built using various methods of collaborative filtering algorithm by Samundeeswary, K., Krishnamurthy, Vallidevi

“…Recommender system (RS) focuses on making personalized recommendations of items to the users by using the collaborative filtering (CF), which helps users to…”
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SDN in high performance computing for scientific and business environment (SBE) by Krishna, Sabbi Vamshi, Shrivastava, Azad, Wagh, Sunil J.

“…In recent scenario, need of computing is shifting towards High Performance Computing (HPC) not only for scientific applications but in commodity applications…”
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