2023 57th Annual Conference on Information Sciences and Systems (CISS)最新文献_第6页

Stochastic Mean-Shift for Speaker Clustering 说话人聚类的随机Mean-Shift

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089776

I. Lapidot

引用次数: 0

Performance Analysis of Model-Free Control and PID Control on a Class of Nonlinear MIMO Systems 一类非线性MIMO系统的无模型控制和PID控制性能分析

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089683

James Cheng Peng, J. Spall

引用次数: 0

Linearization of Non-Uniform Quantizers via Adaptive Non-Subtractive Dithering 基于自适应非减法抖动的非均匀量化器线性化

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089625

Morriel Kasher, P. Spasojevic, M. Tinston

引用次数: 0

Evaluating FFT performance of the C and Rust Languages on Raspberry Pi platforms 在树莓派平台上评估C语言和Rust语言的FFT性能

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089631

Michael P. Rooney, Suzanne J. Matthews

引用次数: 0

Prediction and functional characterization of transcriptional activation domains 转录激活域的预测和功能表征

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089768

Saloni Mahatma, Lisa Van den Broeck, Nicholas Morffy, M. Staller, L. Strader, Rosangela Sozzani

{"title":"Prediction and functional characterization of transcriptional activation domains","authors":"Saloni Mahatma, Lisa Van den Broeck, Nicholas Morffy, M. Staller, L. Strader, Rosangela Sozzani","doi":"10.1109/CISS56502.2023.10089768","DOIUrl":"https://doi.org/10.1109/CISS56502.2023.10089768","url":null,"abstract":"Gene expression is induced by transcription factors (TFs) through their activation domains (ADs). However, ADs are unconserved, intrinsically disordered sequences without a secondary structure, making it challenging to recognize and predict these regions and limiting our ability to identify TFs. Here, we address this challenge by leveraging a neural network approach to systematically predict ADs. As input for our neural network, we used computed properties for amino acid (AA) side chain and secondary structure, rather than relying on the raw sequence. Moreover, to shed light on the features learned by our neural network and greatly increase interpretability, we computed the input properties most important for an accurate prediction. Our findings further highlight the importance of aromatic and negatively charged AA and reveal the importance of unknown AA properties. Taking advantage of these most important features, we used an unsupervised learning approach to classify the ADs into 10 subclasses, which can further be explored for AA specificity and AD functionality. Overall, our pipeline, relying on supervised and unsupervised machine learning, shed light on the non-linear properties of ADs.","PeriodicalId":243775,"journal":{"name":"2023 57th Annual Conference on Information Sciences and Systems (CISS)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133760474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Boolean Factor Graph Modeling and Analysis of Gene Graphs: Budding Yeast Cell-Cycle 基因图的布尔因子图建模与分析:出芽酵母细胞周期

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089697

Stephen Kotiang, A. Eslami

引用次数: 0

Artificial Intelligence-Assisted Laparoscopic Cholecystectomy in a Preclinical Swine Model 人工智能辅助腹腔镜胆囊切除术在猪临床前模型中的应用

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089690

Khalid Mohammed Ali, Michele Saruwatari, Kochai Jawed, Yoseph Kim, Seihoon Park, Seongjun Cha, Bo Ning, R. J. Cha

引用次数: 0

Optimal Decision Making with Rational Inattention Using Noisy Data 基于噪声数据的理性不注意最优决策

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089696

Yuan Zhao, A. Abdi, M. Dean, A. Abdi

引用次数: 0

Forward and Backward Private Dynamic Searchable Encryption with Better Space Efficiency 具有更好空间效率的前向和后向私有动态可搜索加密

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089760

Yexuan Liu, Yohei Watanabe, Junji Shikata

{"title":"Forward and Backward Private Dynamic Searchable Encryption with Better Space Efficiency","authors":"Yexuan Liu, Yohei Watanabe, Junji Shikata","doi":"10.1109/CISS56502.2023.10089760","DOIUrl":"https://doi.org/10.1109/CISS56502.2023.10089760","url":null,"abstract":"Dynamic searchable symmetric encryption (SSE) provides efficient update and search operations over encrypted data, while it leaks some inconsequential information to increase search efficiency. Since the more dynamic SSE allows leakage, the easier it is to break its security, it is important to realize efficient schemes with less leakages. For that reason, most recent works on dynamic SSE focus on forward and backward privacy, which are important security notions for dynamic SSE. In particular, Sun et al. (NDSS 2021) recently proposed Aura, an efficient dynamic SSE scheme with forward and backward privacy. Although Aura provides good update and search efficiency, it requires large encrypted database. Taking into account the practical use of dynamic SSE, i.e., search systems that many users involve, the sizes of encrypted databases should be small enough. In this paper, based on Aura, we propose a new dynamic SSE scheme with forward and backward privacy, called Aura +; it provides not only efficient update and search operations but also smaller encrypted database than Aura, though Aura+ requires a few more interactions than Aura.","PeriodicalId":243775,"journal":{"name":"2023 57th Annual Conference on Information Sciences and Systems (CISS)","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128277220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The ε-Effective Capacity for Statistical Delay and Error-Rate Bounded QoS Provisioning Over 6G CF M-MIMO Wireless Networks Using HARQ-IR 基于HARQ-IR的6G CF M-MIMO无线网络统计延迟和错误率有界QoS提供的ε-有效容量

2023 57th Annual Conference on Information Sciences and Systems (CISS) Pub Date : 2023-03-22 DOI: 10.1109/CISS56502.2023.10089782

Xi Zhang, Jingqing Wang, H. Poor

{"title":"The ε-Effective Capacity for Statistical Delay and Error-Rate Bounded QoS Provisioning Over 6G CF M-MIMO Wireless Networks Using HARQ-IR","authors":"Xi Zhang, Jingqing Wang, H. Poor","doi":"10.1109/CISS56502.2023.10089782","DOIUrl":"https://doi.org/10.1109/CISS56502.2023.10089782","url":null,"abstract":"Significant effort has been devoted to the problem of guaranteeing stringent ultra-reliable and low-latency communications (URLLC) while introducing new requirements for better quality-of-services (QoS) over next generation wireless networks. One of the major design issues raised by URLLC is how to support explosively growing demands for delay-sensitive multimedia applications while guaranteeing ultra-reliability. Towards this end, there have been a wide spectrum of promising techniques, including statistical delay and error rate-bounded QoS provisioning, cell-free (CF) massive multiple-input-multiple-output (m-MIMO), finite blocklength coding (FBC), hybrid automatic repeat request with incremental redundancy (HARQ-IR) protocol, etc. However, when being integrated with FBC, how to rigorously and efficiently characterize the dynamics of mobile wireless networks in terms of statistical delay and error-rate bounded QoS provisioning for CF m-MIMO has imposed many new challenges not encountered before. To overcome these challenges, in this paper we develop statistical delay and error-rate bounded QoS analytical modeling schemes to characterize the FBC-based $epsilon$-effective capacity over 6G CF m-MIMO wireless networks using HARQ-IR. In particular, first we establish CF m-MIMO based system architecture models. Second, we apply a HARQ-IR protocol for deriving the channel coding rate, outage probability, and FBC based $epsilon$-effective capacity function using the Mellin transform. Finally, we conduct a set of simulations to validate and evaluate our proposed schemes.","PeriodicalId":243775,"journal":{"name":"2023 57th Annual Conference on Information Sciences and Systems (CISS)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125945504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0