The proceedings contain 69 papers. The topics discussed include: prognostic evaluation of cervical cancer using various classifiers;institution management system: student module;Aadhaar secure: an authentication syste...
ISBN:
(纸本)9781665456487
The proceedings contain 69 papers. The topics discussed include: prognostic evaluation of cervical cancer using various classifiers;institution management system: student module;Aadhaar secure: an authentication system for Aadhaar base citizen services using blockchain;unauthorized entry control system and automated parking slot messaging system using RFID;paying guest finder with sentiment analysis;fast food image recognition using transfer learning;a novel framework for cyber security attacks on cloud-based services;efficacious opportunities and implications of virtual reality features and techniques;a comprehensive study on geometric, appearance, and deep feature based methods for automatic facial expression recognition;visual cryptography: a detailed analysis;sign language recognition using deep learning;evidence acquisition in social media for cybercrime;skin cancer detection using deep learning;and pest detection and recognition: an approach using deep learning techniques.
The proceedings contain 65 papers. The topics discussed include: identification of imaging biomarkers responsible for Alzheimer's disease using a McRBFN classifier;classification of post operative breast cancer pa...
ISBN:
(纸本)9781479971718
The proceedings contain 65 papers. The topics discussed include: identification of imaging biomarkers responsible for Alzheimer's disease using a McRBFN classifier;classification of post operative breast cancer patient information using complex valued neural classifiers;an integrated DWT-wiener and marker controlled watershed driven active contours for nuclear segmentation in histopathological images;analysis of video shot detection using color layout descriptor and video summarization based on expected-maximization clustering;lateral-directional aerodynamics parameter estimation using neural partial differentiation;IR and color image fusion using interval type 2 fuzzy logic system;metric based communication methodology in BST network for MAV swarm;non-linear attitude control methods for quadrotor MAVs- a study;categorizing sentence structures for phrase level morphological analyzer for English to Hindi RBMT;and leaf identification based on back propagation neural network and support vector machine.
The proceedings contain 14 papers. The special focus in this conference is on cognitivecomputing and informationprocessing. The topics include: MVR Delay: Cooperative Light Weight Detection and Prevention of False E...
ISBN:
(纸本)9783031607240
The proceedings contain 14 papers. The special focus in this conference is on cognitivecomputing and informationprocessing. The topics include: MVR Delay: Cooperative Light Weight Detection and Prevention of False Emergency Message Dissemination in VANET;Antarctic Ice Sheet Surface Mass Balance Using UAV-Based Digital Elevation Model;estimation of Glacier Velocity of Ny-Ålesund, Arctic Using Sentinel-1 Remote Sensing Data;Implementation of ECPM for High-Speed Area-Efficient Processor on FPGA;comparative Analysis of Machine Learning Approaches to Assess Stability in Micro Grid;cloud-Based Real-Time Sign Language Detection and Voice Synthesis for Impaired Individuals Using Machine Learning;machine Learning Approaches for Analysing Sentiment in Reviews on Massive Open Online Courses;Deep Belief Network Optimization Using PSOGAA Algorithm for Efficient Crop Recommendation;a Practical Solution Towards Development of Real-Time Face Attendance System;Ancient Kannada Handwritten Character Recognition from Palm Leaf Manuscripts Using PyTesseract-OCR Technique;Anisotropic Guided Filtering and Multi-level Disintegration Method for NIR and Visible Image Fusion;an Approach for Detecting and Restoring Tampering in Digital Image Watermarking.
The proceedings contain 45 papers. The topics discussed include: performance evaluation of image retrieval systems using shape feature based on wavelet transform;local binary patterns: an improved LBP to extract non-u...
ISBN:
(纸本)9781509010257
The proceedings contain 45 papers. The topics discussed include: performance evaluation of image retrieval systems using shape feature based on wavelet transform;local binary patterns: an improved LBP to extract non-uniform LBP patterns with Gabor filter to increase the rate of face similarity;video frame segmentation by using Newton's law of gravity;speech therapy system to Kannada language;Hilbert Huang transform based speech recognition;active listening and interaction using index of co-incidence and birthday problem with hidden Markov models;disordered voice classification using SVM and feature selection using GA;association-rule analysis in cardiovascular disease;MR image reconstruction based on compressed sensing using Poisson sampling pattern;undecimated complex wavelet transform based bleeding detection for endoscopic images;recognizing cardiovascular risk from photoplethysmogram signals using ELM;an enhanced effect-size thresholding method for the diagnosis of autism spectrum disorder using resting state functional MRI;real time access to online immunization records and its impact on tetanus immunization coverage in the ED;an integrated curvature and convex hull based concave point detection in histopathological images;a foreground marker based centroid initialized geodesic active contours for histopathological image segmentation;and a novel GA-ELM approach for Parkinson's disease detection using brain structural T1-weighted MRI data.
The proceedings contain 43 papers. The special focus in this conference is on cognitivecomputing and informationprocessing. The topics include: Influence of health service infrastructure on the infant mortality rate...
ISBN:
(纸本)9789811090585
The proceedings contain 43 papers. The special focus in this conference is on cognitivecomputing and informationprocessing. The topics include: Influence of health service infrastructure on the infant mortality rate: An econometric analysis of Indian States;Eyes open and eyes close activity recognition using EEG signals;health and nutritional status of children: Survey, challenges and directions;an empirical analysis of machine learning classifiers for clinical decision making in Asthma;Web based blood donation management system (BDMS) and notifications;silent speech recognition;swarm intelligent approaches for solving shortest path problems with multiple objectives;improved directionally driven self-regulating particle swarm optimizer;judgement of learning for metacognitive type-2 fuzzy inference system;inter intensity and color channel co-occurrence histogram for color texture classification;LDA based discriminant features for texture classification using WT and PDE approach;Position error analysis of IRNSS data using big data analytics;analysis of breast thermal images using anisotropic diffusion filter based modified level sets and efficient fractal algorithm;cluster representation and discrimination based on regression line;recognition of traffic sign based on support vector machine and creation of the Indian traffic sign recognition benchmark;neural network based characterization and reliable routing of data in wireless body sensor networks;automata approach to reduce power consumption in smart grid cloud data center;Hybrid optimization in big data: Error detection and data repairing by big data cleaning using CSO-GSA;Application of optimization technique for performance and emission characteristics of a CNG-diesel dual fuel engine: A comparison study.
cognitivecomputing (CC) applied to business process management (BPM) utilizes intelligent capabilities to structure and organize the management of business processes. BPM in organizations remains a crucial pillar for...
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ISBN:
(纸本)9783031720406;9783031720413
cognitivecomputing (CC) applied to business process management (BPM) utilizes intelligent capabilities to structure and organize the management of business processes. BPM in organizations remains a crucial pillar for increasing operational efficiency and accelerating routine-based processes. By adopting CC, organizations can leverage intelligent methods and proactive decision-making, ushering in a new era of cognitive BPM. This raises the question of how the challenges and benefits of cognitive BPM compare to traditional BPM. Despite growing interest in the practical deployment of cognitive technologies, there has been limited research conducted in this area. To address this research gap, a systematic literature review (SLR) was conducted to examine the current state of research on the use of cognitive technologies for improving BPM. Based on an initial classification matrix, we divide the topic of cognitive BPM into five dimensions and 16 characteristics. This solid theoretical foundation enables us to provide practitioners and researchers with a comprehensive overview and present the current state of the literature.
Previous works in tool learning mainly focus on the external function tools, such as models and APIs, while overlooking the existence of cognitive tools inside the cognitive/thinking processing of human mind. In this ...
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ISBN:
(纸本)9789819794331;9789819794348
Previous works in tool learning mainly focus on the external function tools, such as models and APIs, while overlooking the existence of cognitive tools inside the cognitive/thinking processing of human mind. In this paper, we expand the scope of tools, centering on cognitive tools within the context of dialogue systems, such as multiple sources and psychological or tutoring strategies being dynamically applied in a single turn to compose helpful responses. To further enhance the reasoning and planning capability of LLMs with these cognitive tools, we introduce a multi-persona collaboration framework: Think-Plan-Execute (TPE). This framework decouples the response generation process into three distinct roles: Thinker, Planner, and Executor. Specifically, the Thinker analyzes the internal status exhibited in the dialogue context, such as user emotions and preferences, to formulate a global guideline. The Planner then generates executable plans to call different cognitive tools (e.g., sources or strategies), while the Executor compiles all intermediate results into a coherent response. Experimental results on three public datasets (FoCus, CIMA, and PsyQA) demonstrate the effectiveness and robustness of TPE, revealing the promising potential of cognitive tools as a substantial expansion of current toolset.
HEMT devices have potential to handle the fast processing in applications such as real-time diagnostics utilizing the artificial-intelligence (AI) enhanced abilities. Along-with this HEMT devices can be extensively us...
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Large Language Models (LLMs) have demonstrated remarkable abilities in text comprehension and logical reasoning, indicating that the text representations learned by LLMs can facilitate their language processing capabi...
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