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Center for Computational & Data Sciences (CCDS), Independent University, Bangladesh (IUB). Plot 16, Aftabuddin Ahmed Road, Block B, Bashnudhara RA, Dhaka 1229, Bangladesh.

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Research

Publications

Academic publications by CCDS researchers.

311 publications

Per page:

2023

Tasnim Zia, Ankur Datta, Mohammad Raghib Noor, M Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

A Study into the Limitations of Cnn Recognition on Isolated Bengali Compound Characters

Telematique 22(01), pp. 2508–2523, 2023

Journal Article

Mohsena Ashraf, Farzana Anowar, Jahanggir H Setu, Atiqul I Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun

A Survey on Dimensionality Reduction Techniques for Time-series Data

IEEE Access 11, pp. 42909-42923, 2023

Journal ArticleDOI URL

Injamamul Haque Sourov, Faiyaz Alvi Ahmed, Md Tawhid Islam Opu, Aunnoy K Mutasim, M Raihanul Bashar, Rayhan Sardar Tipu, Md Ashraful Amin, Md Kafiul Islam, others

EEG-Based Preference Classification for Neuromarketing Application

Computational Intelligence and Neuroscience 2023(1), 2023

Journal ArticleDOI URL

M. T. Hoque, S. T. Pasha, R. Khanam, A. Islam, M. Z. Alam, M.N.Huda

Evaluating Performance of Machine and Deep Learning Techniques in Analyzing Multi-class Bangla Public Sentiment Using word2vec and doc2vec Embeddings

2023 11th International Conference on Informatics, Electronics & Vision (ICIEV), 2023

Conference Paper

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Dimensionality reductionCurse of dimensionalityComputer scienceTime seriesData miningSeries (stratigraphy)Machine learningArtificial intelligenceVolume (thermodynamics)Noise (video)

NeuromarketingComputer scienceClassifier (UML)Artificial intelligenceElectroencephalographyPattern recognition (psychology)Support vector machineMachine learning

Syed Tangim Pasha, Ashraful Islam, Mohammed Masudur Rahman, Eshtiak Ahmed, Md Ferdouse Ahmed Foysal, Md Zahangir Alam

Genre Classification of Bangla Poem Using Machine Learning and Deep Learning Techniques

2023 IEEE World AI IoT Congress (AIIoT), pp. 0236–0242, 2023

Conference PaperDOI URL

Artificial intelligenceBengaliComputer scienceSupport vector machineMachine learningHyperparameterNatural language processingNaive Bayes classifierDeep learningTransformer

Sheikh Rahmatulla Sakib, Kamarun Nahar Sara, Md Tahmid Hossain Rasel, Md Masudul Islam Asif, Md Aynul Hasan Nahid, Md Saifur Rahman, MF Mridha, Ashraful Islam

Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh

2023 IEEE World AI IoT Congress (AIIoT), pp. 0063–0069, 2023

Conference PaperDOI URL

Autoregressive integrated moving averageAir quality indexAir pollutantsAir pollutionQuality (philosophy)StatisticsEnvironmental scienceMathematics

SDG 11: Sustainable Cities and Communities

Sefatul Wasi, Saadia Binte Alam, Rashedur Rahman, M Ashraful Amin, Syoji Kobashi

Kidney Tumor Recognition from Abdominal CT Images using Transfer Learning

2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL), pp. 54–58, 2023

In: 2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)

Conference PaperDOI URL

Convolutional neural networkArtificial intelligenceKidney cancerKidneyTransfer of learningComputed tomographyComputer scienceCancerDeep learningRecallRadiologyMedicinePattern recognition (psychology)

Tahmid Alavi Ishmam, Amin Ahsan Ali, Md Ahsraful Amin, AKM Mahbubur Rahman

Automatic Detection of Natural Disaster Effect on Paddy Field from Satellite Images Using Deep Learning Techniques

2023 8th International Conference on Control and Robotics Engineering (ICCRE), pp. 72–77, 2023

In: 2023 8th International Conference on Control and Robotics Engineering (ICCRE)

Conference PaperDOI URL

Ground truthRGB color modelRemote sensingNormalized Difference Vegetation IndexSatelliteImage resolutionArtificial intelligenceComputer scienceEnvironmental scienceSegmentationPixel

Md Arko Ayon Chowdhury, Md Rakibul Islam, Al Amin, Sadia Noor Mou, Kazi Newaz Ullah, Abdul Baten, Mohammad Shoyaib, Amin Ahsan Ali, Farhana Tasnim Chowdhury, Md Lifat Rahi, H Khan, MA Amin, MR Islam

Integrated transcriptome catalog of Tenualosa ilisha as a resource for gene discovery and expression profiling

Scientific Data 10(1), pp. 214, 2023

Journal ArticleDOI URL

BiologyTranscriptomeRNA-SeqEnsemblComputational biologyGeneFishery

Ghodsi, A. Ghosh

J.K., Kiritsis, E. et al. Holographic QFTs on AdSd, wormholes and holographic interfaces

J. High Energ. Phys. 2023 2023(121), 2023

Journal ArticleDOI URL

WormholeHolographySpace (punctuation)Holographic principleTheoretical physicsFlow (mathematics)Field (mathematics)MathematicsPhysicsPure mathematics

Md Fahim

Aambela at BLP-2023 Task 2: Enhancing BanglaBERT Performance for Bangla Sentiment Analysis Task with In Task Pretraining and Adversarial Weight Perturbation

Proceedings of the First Workshop on Bangla Language Processing (BLP-2023), pp. 317-323, 2023

Conference PaperDOI URL

BengaliComputer scienceTask (project management)Artificial intelligenceNatural language processingSentiment analysisSpeech recognitionAdversarial systemTask analysis

Sadia Noor Mou, Afsana Akter Rupa, Md Arko Ayon Chowdhury, Md Lifat Rahi, Abdul Baten, Amin Ahsan Ali, Haseena Khan, Md Ashraful Amin, Mohammad Riazul Islam

Transcriptomic Analysis Provides Insights into Allergen Profile of Hilsa Shad Tenualosa Ilisha

Available at SSRN 4491781, 2023

Journal ArticleDOI URL

AllergenBiologyFishery

Fahim Faisal Niloy, Simon S. Woo Kishor Kumar Bhaumik

CFL-Net: Image Forgery Localization Using Contrastive Learning

Winter Conference on Applications of Computer Vision (WACV) 4642-4651, pp. 4631-4640, 2023

Conference PaperDOI URL

Computer scienceArtificial intelligenceComputer visionImage editingLeverage (statistics)Entropy (arrow of time)Feature (linguistics)JPEGPixelImage (mathematics)Pattern recognition (psychology)

SDG 16: Peace, Justice and Strong Institutions

M. Fahim, A. A. Ali, M. A. Amin, A. K. M. M. Rahman

Contextual Bangla Neural Stemmer: Finding Contextualized Root-Word Representations for Bangla Words

Workshop on Bangla Language Processing in conjunction with EMNLP, pp. 94–103, 2023

Conference PaperDOI URL

BengaliComputer scienceArtificial intelligenceNatural language processingRoot (linguistics)Word2vecWord (group theory)VocabularySentenceInflectionSpeech recognitionCompound

Mir Sazzat Hossain, Sugandha Roy, K. M. B. Asad, Arshad Momen, Amin Ahsan Ali, M Ashraful Amin, A. K. M. Mahbubur Rahman

Morphological classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs

Procedia Computer Science 222, pp. 601-612, 2023

Journal ArticleDOI URL

Computer scienceArtificial intelligenceFeature learningPattern recognition (psychology)Convolutional neural networkEquivariant mapSupervised learningClassifier (UML)EncoderMachine learningArtificial neural network

Tanzila Tahsin Mayabee, Kazi Tahsinul Haque, Saadia Binte Alam, Rashedur Rahman, M Ashraful Amin, Syoji Kobashi

ECG Signal Classification Using Transfer Learning and Convolutional Neural Networks

Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering, pp. 243–254, 2023

Journal ArticleDOI URL

Convolutional neural networkArtificial intelligencePattern recognition (psychology)RGB color modelComputer scienceContinuous wavelet transformTransfer of learningSIGNAL (programming language)Wavelet transformWaveletSpeech recognition

Ashraful Islam, Beenish Moalla Chaudhry, Aminul Islam

RACares: a conceptual design to guide mHealth relational agent development based on a systematic review

mHealth 10, pp. 11, 2023

Journal ArticleDOI URL

mHealthDigital healthComputer scienceConceptual frameworkConceptual designKnowledge managementHealth careProcess managementHuman–computer interactionData sciencePsychological intervention

Md Zahangir Alam, Komal S Khan, Abbas Jamalipour

Multiagent Best Routing in High-Mobility Digital-Twin-Driven Internet of Vehicles

IEEE IoT Journal 11(8), pp. 13708 - 13721, 2023

Journal ArticleDOI URL

Computer scienceBottleneckQueueReinforcement learningLatency (audio)Computer networkNetwork packetThe InternetDistributed computingMathematical optimization

A. Islam, E. Ahmed, M. R. Islam

Early Stage Design of a mHealth Intervention for Managing Gestational Diabetes Mellitus in Bangladeshi Women

25th International Conference on Human Computer Interaction (HCI International), pp. 380-388, 2023

Conference PaperDOI URL

mHealthGestational diabetesIntervention (counseling)CoachingMedicineComputer science

Abu Zobayer Bin Siddique, Shoibal Das, Poonam Tabassum, All Moon Tasir, Shovon Roy, Md Saifur Rahman, MF Mridha, Ashraful Islam

Late and Early Blight Diseases Identification of Potatoes with a Light Weight Hybrid Transfer Learning Model

2023 IEEE World AI IoT Congress (AIIoT), pp. 0105–0111, 2023

Conference PaperDOI URL

BlightTransfer of learningConvolutional neural networkComputer scienceIdentification (biology)Food securityArtificial intelligenceDeep learningProductivityMachine learningClass (philosophy)Agricultural engineeringPattern recognition (psychology)