Results 1 to 10 of about 18,805 (115)

A comparative analysis of classification techniques for human activity recognition using wearable sensors and smart-phones [PDF]

open access: yesEAI Endorsed Transactions on Pervasive Health and Technology, 2022
INTRODUCTION: In these days, the usage of smart-phones and wearable sensors have increased at an exceptional rate. These smart devices are equipped with different sensors such as gyroscope, accelerometer and GPS. By using these sensors
Umair Saeed   +7 more
doaj   +1 more source

Classifiers can be for numerals or nouns: Two strategies for numeral modification

open access: yesGlossa, 2022
This paper compares two families of theories for numeral classifiers drawing on fieldwork data from two languages, Ch’ol (Mayan, Mexico) and Shan (Kra-Dai, Myanmar).
Carol-Rose Little   +2 more
doaj   +2 more sources

Prediction of Type-2 Diabetes Mellitus Disease Using Machine Learning Classifiers and Techniques

open access: yesFrontiers in Computer Science, 2022
The technological advancements in today's healthcare sector have given rise to many innovations for disease prediction. Diabetes mellitus is one of the diseases that has been growing rapidly among people of different age groups; there are various reasons
B. Shamreen Ahamed   +2 more
doaj   +1 more source

Data Mining Based Classifiers for Credit Risk Analysis [PDF]

open access: yesManaging Global Transitions, 2020
In order to pay back the principal borrowed from the depositary bank, the interest collected by principal creditors will be collected. In this paper, we have presented the main classifiers which are used in credit evaluation.
Armend Salihu, Visar Shehu
doaj   +1 more source

Fractured Elbow Classification Using Hand-Crafted and Deep Feature Fusion and Selection Based on Whale Optimization Approach

open access: yesMathematics, 2022
The fracture of the elbow is common in human beings. The complex structure of the elbow, including its irregular shape, border, etc., makes it difficult to correctly recognize elbow fractures. To address such challenges, a method is proposed in this work
Sarib Malik   +5 more
doaj   +1 more source

Towards a Non-Contact Method for Identifying Stress Using Remote Photoplethysmography in Academic Environments

open access: yesSensors, 2022
Stress has become a common condition and is one of the chief causes of university course disenrollment. Most of the studies and tests on academic stress have been conducted in research labs or controlled environments, but these tests can not be extended ...
Hector Manuel Morales-Fajardo   +7 more
doaj   +1 more source

Smartphone-Based Human Sitting Behaviors Recognition Using Inertial Sensor

open access: yesSensors, 2021
At present, people spend most of their time in passive rather than active mode. Sitting with computers for a long time may lead to unhealthy conditions like shoulder pain, numbness, headache, etc. To overcome this problem, human posture should be changed
Vikas Kumar Sinha   +3 more
doaj   +1 more source

The multiscale classifier [PDF]

open access: yesIEEE Transactions on Pattern Analysis and Machine Intelligence, 1996
In this paper we propose a rule-based inductive learning algorithm called Multiscale Classification (MSC). It can be applied to any N-dimensional real or binary classification problem to classify the training data by successively splitting the feature space in half.
Brian C. Lovell, Andrew P. Bradley
openaire   +3 more sources

Ensemble technique to predict heart disease using machine learning classifiers [PDF]

open access: yesNetwork Biology, 2023
The exact forecast of heart disease is necessary to proficiently treat cardiovascular patients before a heart failure happens. Assuming we talk about AI techniques can be accomplished utilizing an ideal AI model with rich medical services information on ...
Aparna Chaurasia, Vikas Chaurasia
doaj  

Ensembling Classical Machine Learning and Deep Learning Approaches for Morbidity Identification From Clinical Notes

open access: yesIEEE Access, 2021
The past decade has seen an explosion of the amount of digital information generated within the healthcare domain. Digital data exist in the form of images, video, speech, transcripts, electronic health records, clinical records, and free-text.
Vivek Kumar   +3 more
doaj   +1 more source

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