AIMIT holds national conference on data science and business analytics

May 10, 2012

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Mangalore, May 10: The national level conference on Data Science and Business Analytics was held at AIMIT campus of St Aloysius College on Wednesday.

Denzil Lobo S.J., Director, AIMIT in his inaugural speech spoke about the processing power of our brain and said, “the most sophisticated computers even today cannot compare with the working of brain of an ant in its ability to process and store voluminous amount of data”.

He spoke of future development in computing paradigms and the day would come when our computers will try to mimic the functioning of a human brain and will be self-learning machines. He also stressed on the need of change in learning paradigm and said that students must be encouraged to THINK rather than memorise.

Prof. Santosh Rebello, Dean of the I.T. section, AIMIT, in his introductory remarks and welcome speech spoke about management of “big” data. He said that unstructured data has revolutionized the world and said that if we have to progress, we need to accept and adapt the changes that are taking place. Medha Kudari proposed the vote of thanks.


Sessions

The first session of the day started with the keynote address delivered by Mr. Shekhar, Dept. of M.C.A., Mangalore University. It was on “Machine learning for Vision Applications”. He started his talk by stating that learning is good only when it is efficient; and that whenever changes are made to the system, it should be adaptable and efficient. He illustrated the importance of training and clustering in Machine learning, gave a brief idea of computer vision and started examples with applications. It was concluded that extreme dependence on the machines to reduce the functional capabilities of the person. Finally, Prof. Santosh Rebello mentioned a few insights on Digital space and how to create value out of it.

During the second session papers by the participants were presented. The first paper, titled “Business Intelligence – Achieving success through Data Quality” was presented by Ms. Anusha G. Sabhahit followed by the next paper “Industry Application of Data Mining” by Mr. D M Arvind Mallik. Ms. Kavitha presented the paper “Enhanced Adaptive Item Sequencing using Biserial Correlation and Bayesian Classification” and the paper on “Evolution of statistical software design: Futuristic Agenda” by Ms. Sumitha P V, Mr. Ashok D'souza and Mr. Madhukar S M was presented.

A paper on “Time series data mining algorithm” by Yachana was presented by Ankitha Nayak and Neetha Kripalani Bangera and the paper on “Introduction to Nano-sensors for detecting diabetics and its importance”by Shobha K Bawiskar, Savitha A Lothe, Aqueel Ahmed and Ramesh Manza was presented by Ashwin Kumar and Manish Bharadwaj.

The afternoon session started at 2pm. The keynote address was delivered by Mrs. Rohini Rao, Dept. of M.C.A., Manipal Institute of Technology based on “The role of Domain Ontology in Semantic Data Integration”. She elaborated the definition of Ontology – branch of Metaphysics. She explained about Domain Ontology and how it can be possible to create our own Ontology. She further illustrated on the use of Domain Ontology in data integration with a set of examples.

A paper on “Optimizing Artificial Neural Networks for protein secondary structure prediction” was presented by Mr. Lanwin Lobo. Next, a paper on “A practical approach for implementing Business Intelligence in terms of DSS and KM in socio-economic reality of organization” by Mr. Suman A Lasrado, Mr. Arun D'silva and Mr. Roshan Suvaris was presented which was followed by a tea break for 15 minutes.

A paper on “Incorporating Divide and Conquer approach for clustering large data set with prior K-means algorithm” by Umadevi C and Sowmyapriya G V was presented by Mithun Kumar Shetty and Sujoy K R and the paper on “Analysis on cloud capabilities and adoption using maturity model” by Thanuja G V was presented by Deeksha J Shetty and Devendra Kumar.

The conference came to an end with the valedictory function where the certificates of participation were distributed to the participants.

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Agencies
May 8,2020

Washington D.C., May 8: The prime time for brain development in a child's life is the first year, where the infant spends most of the time asleep. It is the time when neural connections form and sensory memories are encoded.

However, when sleep is disrupted, as occurs more often among children with autism, brain development may be affected, too.

New research led by the University of Washington finds that sleep problems in a baby's first 12 months may not only precede an autism diagnosis but also may be associated with altered growth trajectory in a key part of the brain, the hippocampus.

The study, which was published in the American Journal of Psychiatry, researchers report that in a sample of more than 400 taken of 6- to 12-month-old infants, those who were later diagnosed with autism were more likely to have had difficulty falling asleep.

It also states that this sleep difficulty was associated with altered growth trajectories in the hippocampus.

"The hippocampus is critical for learning and memory, and changes in the size of the hippocampus have been associated with poor sleep in adults and older children.

As many as 80 per cent of the children with autism spectrum disorder have sleep problems," said Annette Estes, director of the UW Autism Center and senior author of the study.

"In our clinical experience, parents have a lot of concerns about their children's sleep, and in our work on early autism intervention, we observed that sleep problems were holding children and families back," added Estes, who is also a UW professor of speech and hearing sciences.

"It could be that altered sleep is part-and-parcel of autism for some children. One clue is that behavioural interventions to improve sleep don't work for all children with autism, even when their parents are doing everything just right. This suggests that there may be a biological component to sleep problems for some children with autism," said Estes.

To consider links among sleep, brain development, and autism, researchers at the IBIS Network looked at MRI scans of 432 infants, surveyed parents about sleep patterns, and measured cognitive functioning using a standardized assessment.

At the outset of the study, infants were classified according to their risk for developing autism: Those who were at higher risk of developing autism -- about two-thirds of the study sample -- had an older sibling who had already been diagnosed.

Infant siblings of children with autism have a 20 per cent chance of developing autism spectrum disorder -- a much higher risk than children in the general population.

In the current study, 127 of the 432 infants were identified as "low risk" at the time the MRI scans were taken because they had no family history of autism.

They later evaluated all the participants at 24 months of age to determine whether they had developed autism. Of the roughly 300 children originally considered "high familial risk," 71 were diagnosed with autism spectrum disorder at that age.

Problems with sleep were more common among the infants later diagnosed with an autism spectrum disorder, as were larger hippocampi. No other subcortical brain structures were affected, including the amygdala, which is responsible for certain emotions and aspects of memory, or the thalamus, a signal transmitter from the spinal cord to the cerebral cortex.

The authors note that while parents reported more sleep difficulties among infants who developed autism compared to those who did not, the differences were very subtle and only observed when looking at group averages across hundreds of infants.

Sleep patterns in the first years of life change rapidly as infants transition from sleeping around the clock to a more adult-like sleep/wake cycle. Until further research is completed, Estes said, it is not possible to interpret challenges with sleep as an early sign of increased risk for autism.

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News Network
April 21,2020

Bengaluru, Apr 21: Alarmed by reports that 53 media persons have contracted coronavirus in Maharashtra, a Minister on Tuesday urged Chief Minister B S Yediyurappa to screen all the journalists in Karnataka.

During the regular Covid-19 related briefing on Monday, a reporter had raised the issue of 53 journalists in the neighbouring state testing positive for the disease, with Minister for Primary and Secondary Education S Suresh Kumar.

In Maharashtra, out of the 171 scribes examined medically, 53 were found to have the viral infection.

In his letter to the CM, Kumar said a similar test should be carried on the journalists in Karnataka.

"The journalists wanted a similar kind of screening to be carried out on them. Therefore, please direct the health and the information department immediately to conduct the screening of journalists who are in contact with public," Kumar said.

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News Network
January 28,2020

Hubballi, Jan 28: Charting that the Bharatiya Janata party’s Central leaders have not given a free-hand to the Chief minister B S Yediyurappa on the issue of expansion of Cabinet, former Chief minister and the Congress leader Siddaramaiah had opined that 'it has hampered the State’s development'.

Speaking to newsmen here on Tuesday, the Congress leader, alleged that 'by not giving permission to Yediyurappa to expand his ministry, it was evident that there is no any internal democracy in the Saffron Party'.

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