Thursday, 26 February 2026

BFO – AIS: A Framework for Medical Image Classification Using Soft Computing Techniques

D. Chitra and M. Karthikeyan, Govt. Arts College (A), India

ABSTRACT

Medical images provide diagnostic evidence/information about anatomical pathology. The growth in database is enormous as medical digital image equipment’s like Magnetic Resonance Images (MRI), Computed Tomography (CT), and Positron Emission Tomography CT (PET-CT) are part of clinical work. CT images distinguish various tissues according to gray levels to help medical diagnosis. Ct is more reliable for early tumours and haemorrhages detection as it provides anatomical information to plan radio therapy. Medical information systems goals are to deliver information to right persons at the right time and place to improve care process quality and efficiency. This paper proposes an Artificial Immune System (AIS) classifier and proposed feature selection based on hybrid Bacterial Foraging Optimization (BFO) with Local Search (LS) for medical image classification.

KEYWORDS

Computed Tomography (CT), Feature Selection, Artificial immune classifier, Correlation based Feature Selection (CFS), Bacterial Foraging Optimization (BFO), Local Search (LS) 

Original Source URL: https://aircconline.com/ijsc/V8N1/8117ijsc02.pdf

https://airccse.org/journal/ijsc/current2017.html



Wednesday, 25 February 2026

Final Call! Submit Your Research Articles!

#artificialintelligence #innovation #code #blockchain #robot #programming #electronics #trends #viral #shorts #coding #python #developer #java #software #webdevelopment #javascript #programmer #data #html #robotics #computerscience #robots #coder

13th International Conference on Artificial Intelligence and Applications (AIAP 2026)

March 14 ~ 15, 2026, Vienna, Austria

https://ccseit2026.org/aiap/index

Contact Us

Here's where you can reach us : aiap@ccseit2026.org or confeaiap@gmail.com

Submission System: https://ccseit2026.org/submission/index.php


Monday, 23 February 2026

February Issue Journal! Deadline Extended! Call for Papers!

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline: February 27, 2026

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering


Thursday, 19 February 2026

International Journal on Soft Computing (IJSC)

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering

Deadline Extended! Call for Papers! 

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline : February 21, 2026

Indexing: https://airccse.org/journal/ijsc/index.html



Wednesday, 18 February 2026

A Proposed Multi-Domain Approach for Automatic Classification of Text Documents

Abdelrahman M. Arab, Ahmed M. Gadallah and Akram Salah, Cairo University, Egypt

ABSTRACT

Classification is an important technique used in information retrieval. Supervised classification suffers from certain limitations concerning the collection and labeling of the training dataset. When facing MultiDomain classification, multiple training datasets and classifiers are needed which is relatively difficult. In this paper an unsupervised classification system is proposed that can manage the Multi-Domain classification problem as well. It is a multi-domain system where each domain represented by an ontology. A document is mapped on each ontology based on the weights of the mutual tokens between them with the help of fuzzy sets, resulting in a mapping degree of the document with each domain. An experiment carried out showing satisfying classification results with an improvement in the evaluation results of the proposed system compared to Apache Lucene.

KEYWORDS

Information Retrieval, Ontology, Machine Learning, Document Classification, Fuzzy Sets 

Original Source URL: https://aircconline.com/ijsc/V8N1/8117ijsc01.pdf

https://airccse.org/journal/ijsc/current2017.html





7th International Conference on Natural Language Processing and Machine Learning (NLPML 2026)

#NLP #NaturalLanguageProcessing #MachineLearning #DataScience #AI #ArtificialIntelligence  #Innovation #DeepLearning #LanguageModel #Automation #SpeechRecognition #TextAnalytics #Chatbots #SentimentAnalysis #NeuralNetworks #DigitalTransformation #AITechnology #ComputerScience #NLPResearch #NLPApplications #NLPTools #TextAnalytics #LanguageModeling #SemanticAnalysis #SpeechRecognition #TextGeneration #InformationExtraction #LanguageUnderstanding #NaturalLanguageUnderstanding #NLPTrends #NLPFuture #NLPPractices #NLPCommunity #NLPDevelopment #NLPInnovation #NLPResources #NLPSolutions #NLPInsights #NLPProjects #NLPExpert #NLPEnthusiast

Call for papers ...
7th International Conference on Natural Language Processing and Machine Learning (NLPML 2026)
May 16 ~ 17, 2026, Zurich, Switzerland
Submission Deadline : February 21, 2026
Contact Us : nlpml@aiapp2026.org

Monday, 16 February 2026

Deadline Extended! February Issue Journal!

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline : February 21, 2026

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering


Thursday, 12 February 2026

Comparative Analysis of Route Information Based Enhanced Divide and Rule Strategy in WSNs

Rajeev Kumar Harsukhpreet Singh and Anurag Sharma, CTITR, India

ABSTRACT

In wireless sensor network, routing data efficiently to the base station is a big issue and for this purpose, a number of routing algorithms are invented by researchers. Clustering plays a very important role in the design and as well as development of wireless sensor networks for well distribution of network and also to route data efficiently. In this paper, we had done the enhancement of divide and rule strategy that is basically route information protocol based upon static clustering and dynamic cluster head selection. Simulation results show that our technique outperforms DR, LEACH, and AODV on the basis of packet loss, delay, and throughput.

INDEX TERMS

Routing protocols, clustering, Coverage hole and energy hole. 

Original Source URL: https://aircconline.com/ijsc/V8N2/8217ijsc01.pdf

https://airccse.org/journal/ijsc/current2017.html





Wednesday, 11 February 2026

Call for Papers! February Issue Journal!

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline : February 14, 2026

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering



Monday, 9 February 2026

Authors are invited to submit papers! February Issue Journal!

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline : February 14, 2026

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering


Thursday, 5 February 2026

An Intelligent Call Admission Controller for Guaranteed QoS in 4G Mobile Networks

Uduak Umoh1, Daniel Asuquo1, Imoh Eyoh2 and Margaret Offisong1, 1University of Uyo, Nigeria and 2University of Nottingham Nottingham, United Kingdom

ABSTRACT

Call admission control (CAC), a resource management function, is required to regulate network access to provide the required levels of QoS to emerging services in Fourth Generation (4G) mobile networks. However, CAC is one of the challenging issues for quality of service (QoS) due to imprecise, uncertain and inaccurate measurements of network data. Although type-1 fuzzy system (T1FLS) can handle the uncertainties related to imprecise data, it cannot adequately handle new problems posed by the complex nature of data traffic and diversity of the QoS requirements of data users. This is because T1FLS is characterised by precise membership functions. This study presents an intelligent CAC controller for 4G network using interval type-2 fuzzy logic (IT2FL) for providing guaranteed QoS requirements. The IT2FLS with fuzzy membership functions can fully cope with uncertainties associated with such dynamic network environments by raising its accuracy for a better performance. The Karnik–Mendel (KM) iterative algorithm and Wu-Mendel (WM) approach are explored for computing the centroid and to derive innerand outer-bound sets for the type-reduced set of IT2FS respectively. The study also implements a T1FLS – CAC for comparison with the KM and WM methods. The empirical comparison is made on the designed system with synthetic datasets. Simulation and analyses of results indicate that IT2FLS-CAC using WU approach achieves minimal call blocking probability and provides high performance in CAC decision making with a more reduced root mean square error (RMSE) than IT2FLS-CAC using KM and IT1FLS approaches.

KEYWORDS

Interval type-2 fuzzy logic; Admission control system; 4G Mobile Networks; Computational complexity 

Original Source URL: https://aircconline.com/ijsc/V8N4/8417ijsc03.pdf

https://airccse.org/journal/ijsc/current2017.html


Wednesday, 4 February 2026

6th International Conference on AI, Machine Learning and Applications (AIMLA 2026)

#AI #ArtificialIntelligence #MachineLearning #TechInnovation #AIFuture #SmartTech #DigitalTransformation #AIRevolution #AIAnalytics #AutomatedAI #NeuralNetworks #DeepLearning #AIInBusiness #AIMarketing #Robotics #FutureOfWork #TechTrends #DataScience #VirtualIntelligence #InnovationInAI #MachineLearning #BigData #PredictiveAnalytics #NeuralNetworks #DataMining #DataAnalytics #Automation #MachineLearningAlgorithms #ML #Analytics #ComputerScience

Call for papers ...

6th International Conference on AI, Machine Learning and Applications (AIMLA 2026)
March 21 ~ 22, 2026, Sydney, Australia
Submission Deadline : February 07, 2026
Contact Us: aimla@ccnet2026.org

February Issue Journal! Authors are invited to submit papers!

International Journal on Soft Computing (IJSC)

ISSN: 2229 - 6735 [Online]; 2229 - 7103 [Print]

https://airccse.org/journal/ijsc/ijsc.html

Here's where you can reach us: ijscjournal@yahoo.com or ijsc@aircconline.com or ijscjournal@airccse.org

Submission Link: https://airccse.com/submissioncs/home.html

Submission Deadline : February 07, 2026

#SoftComputing #ArtificialIntelligence #MachineLearning #FuzzyLogic #NeuralNetworks #EvolutionaryComputation #SwarmIntelligence #AI #IJSC #novemberissue #computing #tech #technology #computer #software #programming #computerscience #computers #iphone #viral #trending #shorts #seo #business #developer #socialmedia #cloud #maintenance #wordpress #cms #instagood #javascriptdeveloper #marketingdigital #it #codegency #gaming #programmer #engineering


Call for Papers! Welcome to AIS 2026!

12th International Conference on Artificial Intelligence and Soft Computing (AIS 2026) July 25 ~ 26, 2026, Toronto, Canada https://ais2026.o...