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A Hybrid Framework for Segmentation of MR Medical Images Using Adjusted Ant Colony Optimization

Yogesh Sayajirao Bahendwar, Rajesh H. Talwekar
<span title="2019-06-30">2019</span> <i title="BioAxis DNA Research Centre"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/grcyvowbjbbnfdmv2azpa6ltf4" style="color: black;">Helix</a> </i> &nbsp;
In this paper a new framework is suggested for segmentation of medical images (MRI) using hybrid optimization technique.  ...  The optimal solution for these thresholds is achieved by incorporating a new concept of Adjusted Ant colony optimization. Finally a fine segmentation is obtained.  ...  The Ant Colony Optimization (ACO) Algorithm Ant colony optimization is developed by M. Dorigo to solve the optimization problems. ACO is a nature inspired algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.29042/2019-4985-4991">doi:10.29042/2019-4985-4991</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qpupyrezirb3tchyt4cz52ku7e">fatcat:qpupyrezirb3tchyt4cz52ku7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200307000701/http://helix.dnares.in/wp-content/uploads/2019/07/4985-4991.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1c/10/1c106ec1126107026be1729a926fa5e3a9fcb352.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.29042/2019-4985-4991"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Ant Colony Optimization towards Image Processing

Kavita Khanna, Shaifali Madan Arora
<span title="2016-12-29">2016</span> <i title="Indian Society for Education and Environment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wffwpj3q45g5zfjzfeyagk5uea" style="color: black;">Indian Journal of Science and Technology</a> </i> &nbsp;
Focus of the current paper is onto the use of Ant Colony Optimization in the field of Image Processing.  ...  Objectives: This paper deals with the various tasks of image processing which could be achieved with the help of Ant Colony Optimization (ACO) an important field of soft computing.  ...  A hybrid of fuzzy adaptive particle swarm optimization, ant colony optimization and k-means algorithm has been proposed which is able to identify better cluster partitions than the existing approaches.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2016/v9i48/105784">doi:10.17485/ijst/2016/v9i48/105784</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fbv6m4vunvffdnoryhg4ii6l2q">fatcat:fbv6m4vunvffdnoryhg4ii6l2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720050829/http://www.indjst.org/index.php/indjst/article/download/105784/77068" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2016/v9i48/105784"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Emerging Applications of Bio-Inspired Algorithms in Image Segmentation

Souad Larabi-Marie-Sainte, Reham Alskireen, Sawsan Alhalawani
<span title="2021-12-14">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ikdpfme5h5egvnwtvvtjrnntyy" style="color: black;">Electronics</a> </i> &nbsp;
GA), ant colony optimization (ACO), and artificial bee colonies (ABC).  ...  This research work aimed at showing the importance of image segmentation and its combination with these algorithms.  ...  This work was also supported by Artificial Intelligence and Data Analytics Lab (AIDA), Prince Sultan University, Riyadh, Saudi Arabia.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics10243116">doi:10.3390/electronics10243116</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iusw5vsfxnbbbb47erqpmqaavy">fatcat:iusw5vsfxnbbbb47erqpmqaavy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220206093623/https://mdpi-res.com/d_attachment/electronics/electronics-10-03116/article_deploy/electronics-10-03116-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/58/6b/586bda6b5565b35ac28cd81d932ead171bcbac15.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/electronics10243116"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Ant Colony Optimization with the Fusion of Adaptive K-means and Gaussian Second Derivative for Image Segmentation

Pragya Sharma, Unmukh Datta
<span title="2016-01-15">2016</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
In this study, proposed an ant colony optimization (ACO) with the fusion of adaptive k-means and Gaussian second derivative for image segmentation.  ...  The experimental process proved that a new hybrid clustering algorithm is more efficient than previous algorithms. Principally, this algorithm has better results in image segmentation.  ...  Ant Colony Optimization An ant colony algorithm is a new optimization approach through simulating evolution.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2016907890">doi:10.5120/ijca2016907890</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hrhdulyktjffzapzq3owvy2ql4">fatcat:hrhdulyktjffzapzq3owvy2ql4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603133341/https://www.ijcaonline.org/research/volume134/number3/sharma-2016-ijca-907890.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/cc/53ccb7bc9a69d3d162e4bd2bc074d742a4e1cc40.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/ijca2016907890"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Image Edge Detection with Fuzzy Ant Colony Optimization Algorithm

<span title="">2020</span> <i title="International Digital Organization for Scientific Information (IDOSI)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q6pdw3bfbfckdff3sgcl532lqq" style="color: black;">International Journal of Engineering</a> </i> &nbsp;
The fuzzy ant colony optimization algorithm is applied on several images to illustrate the performance of the proposed algorithm.  ...  Ant colony optimization algorithm (ACO) is based on collective intelligence inspired by ants' behavior in finding the best path in search of food.  ...  In this approach, an ant's behavior of exploring optimal paths by using fuzzy rules is investigated. Ant colony optimization is used to identify edges of a ship in ocean water.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5829/ije.2020.33.12c.05">doi:10.5829/ije.2020.33.12c.05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gtdssja57baxxdupozjqk4dm4a">fatcat:gtdssja57baxxdupozjqk4dm4a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201222082407/http://www.ije.ir/article_120142_519fb8e8dc919d2b309001809561c61a.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ad/57/ad5788cac2c081b222239ca6ea2e0b2f292d044c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5829/ije.2020.33.12c.05"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Survey on Advanced Segmentation Techniques for Brain MRI Image Segmentation

Rupika Nilakant, Hema P Menon, Vikram K
<span title="2017-08-31">2017</span> <i title="Insight Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/micztizddff3zji5xocudzzx64" style="color: black;">International Journal on Advanced Science, Engineering and Information Technology</a> </i> &nbsp;
, Differential Evolutionary Algorithm, Hybrid Clustering and Artificial Intelligence.  ...  The paper discusses the complexities in the segmentation algorithm and also the challenges in segmenting the brain MRI images.  ...  M.Karnan and T.Logheshwari [38] proposed a system using the Ant Colony Optimization (ACO) hybrid technique with the fuzzy segmentation which extracts the suspicious region of the brain image.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.7.4.1271">doi:10.18517/ijaseit.7.4.1271</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/a36glefi6vcjzbedci3yqjwaim">fatcat:a36glefi6vcjzbedci3yqjwaim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720021208/http://www.insightsociety.org/ojaseit/index.php/ijaseit/article/download/1271/1173" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1f/c8/1fc8281ad67230d931a247a3871a55164b249b34.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.7.4.1271"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

An Optimized Approach for Image Segmentation on Mobile Devices

Hemantkumar R. Turkar, Et. al.
<span title="2021-04-11">2021</span> <i title="Auricle Technologies, Pvt., Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/53g4hcectze5tdtddjgryyqzvi" style="color: black;">Turkish Journal of Computer and Mathematics Education</a> </i> &nbsp;
The proposed optimized approach is based on the combination of partitioning of images using quad-tree and Ant Colony Optimization.  ...  The proposed optimized algorithm is evaluated on images of standard data set and its performance is compared with existing clustering algorithms.  ...  Optimized Approach for Image Segmentation For development of optimized approach of color and grey level image segmentation on mobile devices the quad tree partitioning and ant colony optimization algorithm  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17762/turcomat.v12i2.2341">doi:10.17762/turcomat.v12i2.2341</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xc7pffvmyrgylmarfjq3aynpgu">fatcat:xc7pffvmyrgylmarfjq3aynpgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210420224300/https://turcomat.org/index.php/turkbilmat/article/download/2341/2049" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/f2/7cf226db5e4419a548c4e64e426df06c2b9d413a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17762/turcomat.v12i2.2341"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Object- based Image Classification using Ant Colony Optimization and Fuzzy Logic

<span title="2019-12-10">2019</span> <i title="Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cj3bm7tgcffurfop7xzswxuks4" style="color: black;">VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE</a> </i> &nbsp;
To reduce this ambiguity in classifying or grouping the pixels, Ant Colony Optimization and Fuzzy Logic which is a Hybrid classification technique is proposed.  ...  In this paper ACO and Fuzzy based to group the pixels into meaningful groups for coarse image and results are compared with various other unsupervised classification methods such as ISODATA and K-means  ...  Object-based Image Classification using Ant Colony Optimization and Fuzzy Logic Subba Rao K, Sambasiva Rao N, Sammulal P II. BACKGROUND WORK A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.b6283.129219">doi:10.35940/ijitee.b6283.129219</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z6jifhojozervcbhfjyn2zx5gi">fatcat:z6jifhojozervcbhfjyn2zx5gi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220228013406/https://www.ijitee.org/wp-content/uploads/papers/v9i2/B6283129219.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/02/1d/021df48d358af118a22117eab1524bf51bab6600.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35940/ijitee.b6283.129219"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Segmentation of Brain Tumors using Meta Heuristic Algorithms

Jobin Christ, S. Sivagowri, Ganesh Babu
<span title="2014-03-31">2014</span> <i title="Scientific Online Publishing, Co. Ltd."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zzgbxoppvjcrfda7muxdt523du" style="color: black;">Open Journal of Communications and Software</a> </i> &nbsp;
In this paper different metaheuristic methods such as Ant Colony Optimization (ACO), Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Bacteria Foraging Optimization Algorithm (BFOA), and Artificial  ...  Bee Colony Optimization (ABCO) are analyzed for segmenting brain tumors in 2D magnetic resonance images.  ...  ANT COLONY OPTIMIZATION Ant Colony Optimization (ACO) meta-heuristic; a recent population-based approach, is inspired by the observation of real ants colony and based upon their collective foraging behavior  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15764/cs.2014.01001">doi:10.15764/cs.2014.01001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fchxwrr5ojfalf4gaejyajr3p4">fatcat:fchxwrr5ojfalf4gaejyajr3p4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809044444/http://www.scipublish.com/journals/CS/papers/download/3307-150.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/90/93/9093576ce23ec7ff6087d7d2838c2cbbc0acbc59.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15764/cs.2014.01001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Performance Evaluation of Shape Based Image Retrieval Using Heuristic Function

Parmalik Kumar, Pushpa Tandekar, Dhirendra Kumar Jha
<span title="2013-02-28">2013</span> <i title="CIRWOLRD"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jh2yw2w72rbdreebtgswzt7fkq" style="color: black;">INTERNATIONAL JOURNAL OF COMPUTERS &amp; TECHNOLOGY</a> </i> &nbsp;
In this paper descried the review of content based image retrieval based on shape based feature and optimization technique such as ANT colony optimization, genetic algorithm and neural network.  ...  The empirical evaluation result shows that ANT colony optimization technique is better optimization technique in compared with other such as genetic and neural network.  ...  Image Retrieval Using Canny Edge Detection and K-Means Clustering Algorithms for numerous Medical Images, has been developed to choose the medical images from huge volume of medical image databases.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24297/ijct.v12i2.3286">doi:10.24297/ijct.v12i2.3286</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ae24udrlvbznbfsxlrethjxhm">fatcat:3ae24udrlvbznbfsxlrethjxhm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721155547/https://cirworld.com/index.php/ijct/article/download/3286/pdf_336" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bf/3b/bf3b1d91764c8f7d1f696a1ce7b4a09d8fa99863.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24297/ijct.v12i2.3286"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Biomedical Image Segmentation using Optimized Fuzzy C-mean Algorithm

Sarojlaxmi Jena, Mohan Debarchan Mohanty, Mihir Narayan Mohanty
<span title="2017-06-01">2017</span> <i title="Indian Society for Education and Environment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wffwpj3q45g5zfjzfeyagk5uea" style="color: black;">Indian Journal of Science and Technology</a> </i> &nbsp;
Both the concept of clustering by fuzzy technique with edge based segmentation method where standard methods like Sobel, Prewitt edge detectors are applied.  ...  Further it is optimized using evolutionary algorithm for efficient minimization of the objective function to improve classification accuracy.  ...  Some are hybridized the fuzzy C-means algorithm using methods like watershed, ant colony optimization and grown region method for segmentation of images [11] [12] [13] [14] [15] [16] [17] [18] [19] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2017/v10i35/118948">doi:10.17485/ijst/2017/v10i35/118948</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/degxwgfb4vcmnkd2u4x4iinbra">fatcat:degxwgfb4vcmnkd2u4x4iinbra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720055520/http://www.indjst.org/index.php/indjst/article/download/118948/82071" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2017/v10i35/118948"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Early and Precise Detection of Pancreatic Tumor by Hybrid Approach with Edge Detection and Artificial Intelligence Techniques

Bhawna Dhruv, Neetu Mittal, Megha Modi
<span title="2021-05-31">2021</span> <i title="European Alliance for Innovation n.o."> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bcc43jpkwvgmhhw5pk33dgm5ka" style="color: black;">EAI Endorsed Transactions on Pervasive Health and Technology</a> </i> &nbsp;
CONCLUSION: The output image with PSO shows the quality enhanced CT images which helps in accurate detection and diagnosis of the pancreatic tumor at an early stage providing an aid in medical imaging.  ...  METHODS: The proposed work encompasses the processing of CT scans of pancreatic tumor using classical and artificial intelligence based optimized edge detection techniques for optimization and detection  ...  Ant Colony Optimization Ant colony optimization is a metaheuristic population centred approach to different optimization problems [46] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.31-5-2021.170009">doi:10.4108/eai.31-5-2021.170009</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nezldtz2rvhe7prf6j6ycu3x6i">fatcat:nezldtz2rvhe7prf6j6ycu3x6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717011103/https://eudl.eu/pdf/10.4108/eai.31-5-2021.170009" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/23/702355ec86cb81e88881eba677634ab2546a5331.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4108/eai.31-5-2021.170009"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Study on Segmentation and Liver Tumor Detection Methods

Anil B C, Dr Dayananda P
<span title="2018-06-25">2018</span> <i title="Science Publishing Corporation"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/piy2nrvrjrfcfoz5nmre6zwa4i" style="color: black;">International Journal of Engineering &amp; Technology</a> </i> &nbsp;
2018 and Liver cancer rate is increased by 3% for every year since 2000 and achieved second leading place for the cause of death.  ...  Therefore the process is divided into three parts; 1.Region segmentation, 2.Liver Tumour segmentation and 3.Detection of Cancer stage.  ...  Moghbel et.al [09] has described a new automatic hybrid segmentation approach by combining cuckoo optimization and fuzzy cmeans algorithm with random walker's algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14419/ijet.v7i3.4.14670">doi:10.14419/ijet.v7i3.4.14670</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lly4jabikrbtznnqvwtio7c77a">fatcat:lly4jabikrbtznnqvwtio7c77a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429102033/https://www.sciencepubco.com/index.php/ijet/article/download/14670/6004" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/0c/a00cd2b7471aaac6836bd6e6b9a10a5f831f3cd4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14419/ijet.v7i3.4.14670"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Comprehensive review of Artificial Bee Colony Algorithm

Kamalam Balasubramani, Karnan Marcus
<span title="2006-04-23">2006</span> <i title="CIRWOLRD"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jh2yw2w72rbdreebtgswzt7fkq" style="color: black;">INTERNATIONAL JOURNAL OF COMPUTERS &amp; TECHNOLOGY</a> </i> &nbsp;
The Artificial Bee Colony (ABC) algorithm is a stochastic, population-based evolutionary method proposed by Karaboga in the year 2005.  ...  A system of comparisons and descriptions is used to designate the importance of ABC algorithm, its enhancement, hybrid approaches and applications.  ...  [Karaboga and Ozturk (2010) ] used Artificial Bee Colony algorithm to fuzzy clustering of medical data which are widely used benchmark problems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24297/ijct.v5i1.4382">doi:10.24297/ijct.v5i1.4382</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rcgqho3o3jgnbjkgom23fnyvim">fatcat:rcgqho3o3jgnbjkgom23fnyvim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720024157/https://cirworld.com/index.php/ijct/article/download/4382/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d9/b9/d9b9d75b3cb333113b7f934bd6014f8b49eb4abb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24297/ijct.v5i1.4382"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Brain Image Segmentation Based on Firefly Algorithm Combined with K-means Clustering

Romana CAPOR HROSIK, Eva TUBA, Edin DOLICANIN, Raka JOVANOVIC, Milan TUBA
<span title="2019-07-03">2019</span> <i title="ICI Bucharest"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bknu4n2wb5dxdcglh6a55xekte" style="color: black;">Studies in Informatics and Control</a> </i> &nbsp;
The proposed image segmentation method is based on the firefly algorithm whose solutions are improved by the k-means clustering algorithm when Otsu's criterion was used as the fitness function.  ...  Detection of brain tumors represents one of the active research fields and an algorithm for brain image segmentation was developed with an aim to emphasize four different primary brain tumors: glioma,  ...  Another method for medical image segmentation with particle swarm optimization hybridized by fuzzy k-means and kernelized fuzzy k-means algorithm was proposed by Venkatesan & Parthiban (2017) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24846/v28i2y201905">doi:10.24846/v28i2y201905</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/avnec2d6mnd6fiipdmkag5akta">fatcat:avnec2d6mnd6fiipdmkag5akta</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200209104558/https://sic.ici.ro/wp-content/uploads/2019/06/Art.-5-Issue-2-SIC-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/94/b2/94b2e83dc7fb637b5e7a321f3d88088624a2bb00.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24846/v28i2y201905"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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