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Journal of Computer and Communications 2018年第3期6卷 51-67页

作者： Utpala Nanda Chowdhury sanjoy kumar chakravarty Md. Tanvir Hossain Department of Computer Science and Engineering University of Rajshahi Rajshahi Bangladesh

Financial time series forecasting could be beneficial for individual as well as institutional investors. But, the high noise and complexity residing in the financial data make this job extremely challenging. Over the years, many researchers have used support vector regression (SVR) quite successfully to conquer this challenge. In this paper, an SVR based forecasting model is proposed which first uses the principal component analysis (PCA) to extract the low-dimensional and efficient feature information, and then uses the independent component analysis (ICA) to preprocess the extracted features to nullify the influence of noise in the features. Experiments were carried out based on 16 years’ historical data of three prominent stocks from three different sectors listed in Dhaka Stock Exchange (DSE), Bangladesh. The predictions were made for 1 to 4 days in advance targeting the short term prediction. For comparison, the integration of PCA with SVR (PCA-SVR), ICA with SVR (ICA-SVR) and single SVR approaches were applied to evaluate the prediction accuracy of the proposed approach. Experimental results show that the proposed model (PCA-ICA-SVR) outperforms the PCA-SVR, ICA-SVR and single SVR methods.

关键词： Financial Time Series Forecasting Support Vector Regression Principal Component Analysis Independent Component Analysis Dhaka Stock Exchange

mLBOA:A Modified Butterfly Optimization Algorithm with Lagrange Interpolation for Global Optimization

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Journal of Bionic Engineering 2022年第4期19卷 1161-1176页

作者： Sushmita Sharma sanjoy Chakraborty Apu kumar Saha Sukanta Nama Saroj kumar Sahoo Department of Mathematics National Institute of Technology AgartalaAgartalaTripura 799046India Department of Computer Science and Engineering Iswar Chandra Vidyasagar CollegeBeloniaTripura 799155India Department of Computer Science and Engineering National Institute of Technology AgartalaAgartalaTripura 799046India Department of Applied Mathematics Maharaja Bir Bikram UniversityAgartalaTripura 799004India

Though the Butterfly Bptimization Algorithm(BOA)has already proved its effectiveness as a robust optimization algorithm,it has certain ***,a new variant of BOA,namely mLBOA,is proposed here to improve its *** proposed algorithm employs a self-adaptive parameter setting,Lagrange interpolation formula,and a new local search strategy embedded with Levy flight search to enhance its searching ability to make a better trade-off between exploration and ***,the fragrance generation scheme of BOA is modified,which leads for exploring the domain effectively for better *** evaluate the performance,it has been applied to solve the IEEE CEC 2017 benchmark *** results have been compared to that of six state-of-the-art algorithms and five BOA ***,various statistical tests,such as the Friedman rank test,Wilcoxon rank test,convergence analysis,and complexity analysis,have been conducted to justify the rank,significance,and complexity of the proposed ***,the mLBOA has been applied to solve three real-world engineering design *** all the analyses,it has been found that the proposed mLBOA is a competitive algorithm compared to other popular state-of-the-art algorithms and BOA variants.

关键词： Butterfly optimization algorithm Lagrange interpolation Levy flight search IEEE CEC 2017 functions Engineering design problems

Comparative Performance Analysis of Differential Evolution Variants on Engineering Design Problems

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Journal of Bionic Engineering 2022年第4期19卷 1140-1160页

作者： sanjoy Chakraborty Apu kumar Saha Sushmita Sharma Saroj kumar Sahoo Gautam Pal Department of Computer Science and Engineering National Institute of Technology AgartalaAgartalaTripura 799046India Department of Computer Science and Engineering Iswar Chandra Vidyasagar CollegeBeloniaTripura 799155India Department of Mathematics National Institute of Technology AgartalaAgartalaTripura 799046India Department of Computer Science and Engineering Tripura Institute of TechnologyNarsingarhTripura 799015India

Because of their superior problem-solving ability,nature-inspired optimization algorithms are being regularly used in solving complex real-world optimization *** academics have recently focused on meta-heuristic algorithms to solve various optimization *** the state-of-the-art algorithms,Differential Evolution(DE)is one of the most successful algorithms and is frequently used to solve various industrial *** the previous 2 decades,DE has been heavily modified to improve its *** DE variations secured positions in IEEE CEC competitions,establishing their ***,to our knowledge,there has never been a comparison of performance across various CEC-winning DE versions,which could aid in determining which is the most *** this study,the performance of DE and its eight other IEEE CEC competition-winning variants are ***,the algorithms have evaluated IEEE CEC 2019 and 2020 bound-constrained functions,and the performances have been *** unconstrained problem from IEEE CEC 2011 problem suite and five other constrained mechanical engineering design problems,out of which four issues have been taken from IEEE CEC 2020 non-convex constrained optimization suite,have been solved to compare the *** analyses like Friedman's test and Wilcoxon's test are executed to verify the algorithm’s ability *** analysis exposes that none of the DE variants can solve all the problems *** of SHADE and ELSHADE-SPACMA are considerable among the methods used for comparison to solve such mechanical design problems.

关键词： Differential evolution Metaheuristics IEEE CEC Mechanical design problem

A two-dimensional analytical-model-based comparative threshold performance analysis of SOI-SON MOSFETs

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Journal of Semiconductors 2011年第10期32卷 32-38页

作者： sanjoy Deb Saptarsi Ghosh N Basanta Singh A K De Subir kumar Sarkar Department of Electronics&Telecommunication Engineering Jadavpur University Department of Electronics&Communication Engineering Manipur Institute of Technology Department of Electronics&Communication Engineering National Institute of Technology

A generalized threshold voltage model based on two-dimensional Poisson analysis has been developed for SOI/SON *** short channel field effects,such as fringing fields,junction-induced lateral fields and substrate fields,are carefully investigated,and the related drain-induced barrier-lowering effects are incorporated in the analytical threshold voltage *** analytical model-based simulation,the threshold voltage roll-off and subthreshold slope for both structures are compared for different operational and structural parameter *** of analytical simulation are compared with the results of the ATLAS 2D physics-based simulator for verification of the analytical *** performance of an SON MOSFET is found to be significantly different from a conventional SOI *** short channel effects are found to be reduced in an SON,thereby resulting in a lower threshold voltage roll-off and a smaller subthreshold *** type of analysis is quite useful to figure out the performance improvement of SON over SOI structures for next generation short channel MOS devices.

关键词： silicon-on-insulator silicon-on-nothing Poisson's equation short channel effects threshold voltage roll-off subthreshold slope

Gα_s signaling controls intramembranous ossification during cranial bone development by regulating both Hedgehog and Wnt/β-catenin signaling

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Bone Research 2018年第4期6卷 340-354页

作者： Ruoshi Xu sanjoy kumar Khan Taifeng Zhou Bo Gao Yaxing Zhou Xuedong Zhou Yingzi Yang Department of Developmental Biology Harvard School of Dental Medicine State Key Laboratory of Oral Diseases National Clinical Research Center for Oral Diseases Department of Cariology and Endodontology West China Hospital of Stomatology Sichuan University Department of Orthopaedic Surgery Guangdong Provincial Key Laboratory of Orthopedics and Traumatology First Affiliated Hospital of Sun Yat-sen University Department of Spine Surgery Sun Yat-sen Memorial Hospital Sun Yat-sen University

How osteoblast cells are induced is a central question for understanding skeletal formation. Abnormal osteoblast differentiation leads to a broad range of devastating craniofacial diseases. Here we have investigated intramembranous ossification during cranial bone development in mouse models of skeletal genetic diseases that exhibit craniofacial bone defects. The GNAS gene encodes Gαs that transduces GPCR signaling. GNAS activation or loss-of-function mutations in humans cause fibrous dysplasia(FD) or progressive osseous heteroplasia(POH) that shows craniofacial hyperostosis or craniosynostosis, respectively. We find here that, while Hh ligand-dependent Hh signaling is essential for endochondral ossification, it is dispensable for intramembranous ossification, where Gαsregulates Hh signaling in a ligand-independent manner. We further show that Gαscontrols intramembranous ossification by regulating both Hh and Wnt/β-catenin signaling. In addition, Gαsactivation in the developing cranial bone leads to reduced ossification but increased cartilage presence due to reduced cartilage dissolution, not cell fate switch. Small molecule inhibitors of Hh and Wnt signaling can effectively ameliorate cranial bone phenotypes in mice caused by loss or gain of Gnas function mutations, respectively. Our work shows that studies of genetic diseases provide invaluable insights in both pathological bone defects and normal bone development, understanding both leads to better diagnosis and therapeutic treatment of bone diseases.

关键词： s signaling controls intramembranous ossification during cranial bone development by regulating both Hedgehog and Wnt catenin signaling

Modelling the potential risk zone of Lantana camara invasion and response to climate change in eastern India

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Ecological Processes 2022年第1期11卷 142-154页

作者： Sharad Tiwari S.N.Mishra Dharmendra kumar Basant kumar S.N.Vaidya Brojo Gopal Ghosh Sk Mujibar Rahaman Masjuda Khatun sanjoy Garai Amit kumar Institute of Forest Productivity LalgutwaRanchi 835303JharkhandIndia Department of IT Govt.of JharkhandJharkhand Space Application CentreRanchiIndia Department of Geoinformatics Central University of JharkhandRanchi 835205JharkhandIndia

Background:The aim of this study is to elucidate the potential risk zones prone to the invasion of perennial ornamental plant Lantana camara,which is native to South America and has invasive tendency in Jharkhand,eastern India,for present(2020)and the future(2050)climatic conditions under four different Representative Concentration Pathways scenarios(RCPs).We analysed the current distribution pattern of *** in the plateau region of eastern India and identified potentially suitable habitats prone to its further infestation in the future under the climate change ***:Results showed the presence of *** invasion in~13%of the geographical area of Jharkhand,Cho-tanagpur plateau which may expand up to 20–26%by 2050 depending upon emission scenarios as characterised by the four *** for the current scenario suggests the dominance of *** in sub-zone V(12.77%under high risk zones(HRZ)and 9.5%under critical risk zones(CRZ))followed by sub-zones IV(6.7%:HRZ;4.19%:CRZ)and VI(2.49%:HRZ;2.14%:CRZ).Future projection(2050)indicates a possible expansion of its distribution range across all agro-climatic sub-zones with dominance in sub-zones V and *** Bio_4(temperature seasonality)was observed as the most contributing factor for the distribution of *** for current and future scenarios across all *** habitat for *** mostly occurred under natural vegetation(66.05%of CRZ and 60.71%of HRZ)and agriculture landscape(29.51%of CRZ and 34.48%of HRZ).Conclusions:The study provides an insight of invasion of *** in the plateau region of eastern India,and reveals wide distribution across all the agro-climatic sub-zones of Jharkhand,mostly in open and disturbed areas under natural vegetation and agriculture *** projections for the year 2050 suggest a continuous increase in the expansion range of invasion across Jharkhand and call for urgent initiatives to combat its further invasion.

关键词： Climate change Forest Invasion Lantana camara Maxent RCPs

A prospective randomized study to define the role of low dose continuous prophylactic antibiotics and anti-adherence agents in altering the microbial colonization related to indwelling double‐J stents

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Asian Journal of Urology 2021年第3期8卷 269-274页

作者： kumar Madhavan Sanchit Rustagi Rahul Jena Uday Pratap Singh M.S.Ansari Aneesh Srivastava Rakesh Kapoor sanjoy kumar Sureka Department of Urology and Renal Transplantation SGPGIMSLucknowIndia

Objective:Despite conflicting evidence,it is common practice to use continuous antibiotic prophylaxis(CAP)in patients with indwelling double-J(DJ)*** extracts and d-mannose have been shown to prevent colonization of the urinary *** evaluated their role in this ***:We conducted a prospective randomized study to evaluate patients with indwelling DJ stents following urological *** were randomized into three *** A(n=46)received CAP(nitrofurantoin 100 mg once daily[OD]).Group B(n=48)received cranberry extract 300 mg and d-mannose 600 mg twice daily(BD).Group C(n=40)received no *** stents were removed between 15 days and 45 days after *** groups were compared in terms of colonization of stent and urine,stent related symptoms and febrile urinary tract infections(UTIs)during the period of indwelling stent and until 1 week after ***:In Group A,9(19.5%)patients had significant bacterial growth on the *** was 8(16.7%)in the Group B and 5(12.5%)in Group C(p-value:0.743).However,the culture positivity rate of urine specimens showed a significant difference(p-value:0.023)with Group B showing least colonization of urine compared to groups A and *** was no statistically significant difference in the frequency of stent related symptoms(p-value:0.242)or febrile UTIs(p-value:0.399)among the ***:Prophylactic agents have no role in altering bacterial growth on temporary indwelling DJ stent,stent related symptoms or febrile *** extract may reduce the colonization of urinary tract,but its clinical significance needs further evaluation.

关键词： Antibiotic Prophylaxis Stent Cranberry Infection

Classical Hodgkin＇s Lymphoma Presenting as Acute Hepatic Failure One Case Report

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Clinical oncology and cancer researeh 2010年第6期7卷 373-376页

作者： Pradipta Guha Shivesh Shanker Sahai Sekhar Mukherjee sanjoy kumar Chatterjee Department of cardiology G.B. Pant Hospital New Delhi 110002 India. Department of General Medicine Medica College Kolkata-700073 West Bengal India.

A 20-year-old boy presenting daily febrile episodes was suspected to have developed acute hepatic failure. Serologic tests ruled out infectious and autoimmune causes apart from drug toxicity. During clinical examinations, he was found to have generalized enlarged lymph nodes that were then taken biopsy. It was diagnosed as classical Hodgkin＇s lymphoma based on histological examination of the lymph node. A bone marrow biopsy showed marrow infiltration by Hodgkin＇s lymphoma with hemophagocytosis and secondary myelofibrosis. A percutaneous liver biopsy demonstrated hepatic involvement of the same disease. After an extensive work-up, the cause of liver failure was figure out to be only attributed to the involvement of the lymphoma. Hodgkin＇s lymphoma as a cause of hepatic failure is rare and young patients diagnosed as Hodgkin＇s lymphoma causing hepatic failure has been reported very rarely so far.

关键词： Hodgkin's disease bone marrow liver failure acute.

Non-Classical Hodgkin＇s Lymphoma Presenting As Cauda Equina Syndrome a Rare presentation： One Case Report

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Clinical oncology and cancer researeh 2010年第5期7卷 322-325页

作者： Pradipta Guha Debasis Sarkar Indranil Thakur Partha Sardar Sekhar Mukherjee sanjoy kumar Chatterjee Department of cardiology G.B.Pant HospitalNew Delhi Jawaharlal Nehru Marg 110002New Delhi India. Department of General Medicine Medical College Kolkata 88 College Street Kolkata 700073 West Bengal India. Department of General Medicine Lal Bahadur Shastri Hospital Khichripur New Delhi 110091 India.

Nodular lymphocyte predominant Hodgkin＇s disease occurs in 5% of all cases of Hodgkin＇s disease. It occurs more commonly in male. Only 5% of all Hodgkin＇s lymphoma cases develop spinal cord compression and in only 0.2% cases, spinal cord compression occurs as the initial presentation. So our case is rare both in the form of the unique variety of Hodgkin＇s disease and also in the form of presentation.

关键词： Hodgkin's disease non-classical variety cauda equina syndrome.

Bronchogenic Carcinoma in a Scleroderma Patient with Multiple Metastases： One Case Report

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Clinical oncology and cancer researeh 2010年第3期7卷 214-216页

作者： Pradipta Guha Shivesh Shanker Sahai Debasis Sarkar Partha Sardar Anup Singh Bipiab Mandal Bidyut kumar Das sanjoy kumar Chatterjee Department of General Medicine Medica College Kolkata 700083 West Bengal India.

IntroductionThe association between pulmonary interstitial fibrosis and the development of bronchogenic carcinoma in a patient with scleroderma has been reported rarely. It is hypothesized that intense epithelial proliferation that is accompanied by the .brotic process increases the occurrence of carcinomatous changes. We report the case of a pa-tient who presented with 3-year history of Raynaud＇s phenomenon, gradual tightening of the skin which was ignored by the patient and her family members, and a 2-week history of severe respiratory dis-tress with left shoulder and upper back pain followed by the develop-ment of paraparesis. After a series of examinations, the patient was diagnosed with scleroderma and simultaneously with bronchogenic carcinoma and multiple distant metastases.

关键词： scleroderma bronchogenic carcinoma metastasis.